YingqingHe / ScaleCrafter

[ICLR 2024 Spotlight] Official implementation of ScaleCrafter for higher-resolution visual generation at inference time.
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Video example? #3

Open dreamingtulpa opened 1 year ago

dreamingtulpa commented 1 year ago

Could you provide an example on how to use this method for video inference?

SoftologyPro commented 1 year ago

Yes, please do. How is the first animated gif created? Also "ScaleCrafter is capable of generating images with resolution of 4096 x 4096 and results with resolution of 2048 x 1152 based on pre-trained diffusion models on a lower resolution." is results a typo for videos?

YingqingHe commented 1 year ago

Also "ScaleCrafter is capable of generating images with resolution of 4096 x 4096 and results with resolution of 2048 x 1152 based on pre-trained diffusion models on a lower resolution." is results a typo for videos?

Thanks! We have fixed it.

SoftologyPro commented 1 year ago

Thanks! We have fixed it.

How do we create videos?

JCBrouwer commented 1 year ago

This method only overrides the configurations of some of the convolutions in the UNet as far as I can tell.

Essentially any video synthesis algorithm that relies on the stable diffusion UNet should be compatible, you "just" have to splice in the inflation/dilation code from lines 197-258 to your video pipeline.

SoftologyPro commented 1 year ago

Hopefully one of the devs gives us a working script. The movie is their first example after all. Surely we don't have to use some other system and splice in other code etc?

YingqingHe commented 1 year ago

Yes, we are preparing this part. Please stay tuned

Gitterman69 commented 1 year ago

+1 for video generation code

zhanghongyong123456 commented 1 year ago

+1 for video generation code

+1 for video generation code

tommy19970714 commented 1 year ago

+1 for video generation code

zhw-zhang commented 1 year ago

Hello, thanks for your contribution, I'm also waiting for this part, and I would like to ask when will this code be released.

HuaizeLiu commented 8 months ago

+1 for video generation code

SoftologyPro commented 8 months ago

Yes, we are preparing this part. Please stay tuned

5 months later. Any update?

lovejing0306 commented 3 months ago

10 months later. Any update?