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divamgupta / diffusionbee-stable-diffusion-ui

Diffusion Bee is the easiest way to run Stable Diffusion locally on your M1 Mac. Comes with a one-click installer. No dependencies or technical knowledge needed.
https://diffusionbee.com
GNU Affero General Public License v3.0
12.46k stars 614 forks source link

Adding or replacing the upscaler #305

Open ThePeacemaker82 opened 1 year ago

ThePeacemaker82 commented 1 year ago

Wondering if it's possible to add a different upscaler, specifically Remacri. Or alternatively does anyone is willing to help guiding me on how to replace the original one with Remacri?

Thanks!

barryanders commented 1 year ago

I was about to say something to this effect. Someone did some nice comparisons. Here's what they had to say:

All the images were upscaled 4x using Chainner and corresponding models. Beware: These opinions are strictly mine, you have yours. Below are the images and the models to compare which one you like the most. Hope this was helpful!

In terms of overall quality these are my ratings:

  1. Remacri
  2. NKMDsiax
  3. NKMDsuper
  4. SwinIR
  5. ESRGAN
  6. UltraSharp
  7. CountryRoads

source

ThePeacemaker82 commented 1 year ago

yeah @barryanders, that's exactly how I discovered that upscaler too, never heard of it and been surprised by the results emerged on that stable diffusion thread. Hope it could be integrated in DiffusionBee!

Gitterman69 commented 1 year ago

+1

LeaveNhA commented 1 year ago

Is there any road-map or something actionable that we can research, study or implement on?

xirtus commented 8 months ago

I would love to see batch upscaling even upscaling directly of Gifs, and I'd LOVE to see Remacri. https://huggingface.co/utnah/LDSR/blob/main/4x_foolhardy_Remacri.pth

xirtus commented 8 months ago

is it possible to add the pth files or do we need to use param and .bin, noticed a great repository openmodeldb, some great options there in small form factor https://openmodeldb.info/models/4x-UltraSharp