stable-diffusion icon indicating copy to clipboard operation
stable-diffusion copied to clipboard

Any plans on releasing layout-to-image inference code and weights?

Open tejas-gokhale opened this issue 3 years ago • 8 comments

Hi,

First of all, great work! And thanks for releasing codebase that is intuitive to follow and easy to setup. I was browsing through the paper and saw interesting results on layout-to-image synthesis (Fig 16 / Table 9). Do you plan to release the code and weights for it?

Thanks!

tejas-gokhale avatar Aug 25 '22 10:08 tejas-gokhale

I would also like to reproduce the layout-to-image model. I made a similar issue comment in the original repository for the latent diffusion model https://github.com/CompVis/latent-diffusion/issues/120#issuecomment-1228162537 and am eagerly awaiting the reproduction code. Thank you in advance for your consideration.

shunk031 avatar Aug 27 '22 16:08 shunk031

Also waiting for the release of the pretrained layout-to-image model trained from scratch on COCO and the dataet code. Thanks !!

ZGCTroy avatar Sep 12 '22 06:09 ZGCTroy

Has anybody trained a model for the layout2image task yet? I'm not quiet sure how my Bounding boxes input is supposed to look like. And what a proper configuration would be? Thank you so much for any inputs. I know the layout2img-openimages256 config exists, but I'm not sure how the input is supposed to be.

mauerflitzer avatar Nov 14 '22 08:11 mauerflitzer

Hi I am also waiting for layout2image model. Are you still planning to release it?

RiverDong avatar Nov 26 '22 03:11 RiverDong

Has anybody trained a model for the layout2image task yet? I'm not quiet sure how my Bounding boxes input is supposed to look like. And what a proper configuration would be? Thank you so much for any inputs. I know the layout2img-openimages256 config exists, but I'm not sure how the input is supposed to be.

It may help you https://github.com/CreamyLong/stable-diffusion/blob/master/scripts/layout2img.py

CreamyLong avatar Oct 12 '23 07:10 CreamyLong

Also waiting for the release of the pretrained layout-to-image model trained from scratch on COCO and the dataet code. Thanks !! I found it trained on openimages256

wget -O models/ldm/layout2img-openimages256/model.zip https://ommer-lab.com/files/latent-diffusion/layout2img_model.zip

CreamyLong avatar Oct 12 '23 07:10 CreamyLong

Has anybody trained a model for the layout2image task yet? I'm not quiet sure how my Bounding boxes input is supposed to look like. And what a proper configuration would be? Thank you so much for any inputs. I know the layout2img-openimages256 config exists, but I'm not sure how the input is supposed to be.

It may help you https://github.com/CreamyLong/stable-diffusion/blob/master/scripts/layout2img.py

Is your idea here to generate using the batches in a train dataset as input? What if you wanted to generate images with bounding boxes / class that are not in the dataset class you set in your script?

MaximClouser avatar Oct 21 '24 19:10 MaximClouser

Also waiting for the release of the pretrained layout-to-image model trained from scratch on COCO and the dataet code. Thanks !! I found it trained on openimages256

wget -O models/ldm/layout2img-openimages256/model.zip https://ommer-lab.com/files/latent-diffusion/layout2img_model.zip

@CreamyLong have you successfully used this model? I used this model with the layout2img.py script you provided, but the result is just as while noise.

0_0

Tonsty avatar Nov 21 '24 06:11 Tonsty