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fusedream's Issues

citation

Hi! Great paper :) So the citation [20] should actually go to Ryan Murdock (https://twitter.com/advadnoun), who discovered how to put CLIP and BigGAN together in a colab notebook. I simply packaged it into a CLI tool.

FuseDream-Composition

Hi,

Thanks for the great work. Is the implementation of FuseDream-Composition going to be available as well?
I don't see the composition described in the paper anywhere in the code.

Downloading models with gdown fails

Hi,

When I run the cell of the Colab notebook that contains the lines:

!gdown 'https://drive.google.com/uc?id=17ymX6rhsgHDZw_g5XgAFW4xLSDocARCM'
!gdown 'https://drive.google.com/uc?id=1sOZ9og9kJLsqMNhaDnPJgzVsBZQ1sjZ5'

I get the following error:

Screen Shot 2022-03-30 at 9 20 18 PM

The clip error

Hi, when I run command 'python fusedream_generator.py --text 'A photo of a blue dog.' --seed 1234' , there comes up an error. Why the clip library doesn't have "load" attribute? Does someone have same issue? My clip version is 0.2.0

Generating: A photo of a blue dog.
[8, 16, 32, 64, 128, 256, 512] {8: False, 16: False, 32: False, 64: True, 128: False, 256: False, 512: False}
Adding attention layer in G at resolution 64
Number of parameters: 82296804
Traceback (most recent call last):
File "fusedream_generator.py", line 25, in
generator = FuseDreamBaseGenerator(G, config, 10)
File "/home/ubuntu/supy/FuseDream-main/fusedream_utils.py", line 150, in init
self.clip_model, _ = clip.load(clip_mode, device=device)
AttributeError: module 'clip' has no attribute 'load'

Option for setting the number of cutouts?

Hello, in the original Big Sleep this option is very helpful as it helps in tweaking the quality of the result.

Could this be added to FuseDream?

Or at least could you please point me to the correct line to change, if I wanted to modify the default setting?

Thanks!

Option for saving image every N iterations?

Hello, I couldn't find an option for saving the image before completion (every N iterations) like in the original Big Sleep.

I find this option very useful because this allows me to stream the image updates and by interpolating the frames I can have a live and smooth view of the current result as it's being created.

So could you add this option? Thanks!

Option for setting the learning rate?

Hello, in the original Big Sleep this option is very helpful as it helps in tweaking the quality of the result.

Could this be added to FuseDream?

Or at least could you please point me to the correct line to change, if I wanted to modify the default setting?

Thanks!

How to compute CLIP R-prec?

Excuse me,

I tried to reproduce the CLIP R-precision in the paper by using the code in DM-GAN.

However, I got 51 for AttnGAN, 65 for DM-GAN and 37 for DF-GAN with the official model weight.

I would appreciate if you could provide the code to compute CLIP R-precision.

about fusedream composition release

Hi,

Thanks for the great work and I'm impressed with your work.
I want to know when the FuseDream-Composition will be released.

Thank you.

batch text to batch images

Hello, author, do this code support generating batch images of batch text at the same time? Instead of just generating one image for one text

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