txt2imghd
stable-diffusion-cpu
txt2imghd | stable-diffusion-cpu | |
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22 | 4 | |
689 | 68 | |
- | - | |
0.0 | 0.0 | |
over 1 year ago | about 1 year ago | |
Python | Jupyter Notebook | |
MIT License | GNU General Public License v3.0 or later |
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txt2imghd
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Any sites or Programs with txt2imghd/SD Upscale as an upscaler?
I mean this tool: https://github.com/jquesnelle/txt2imghd
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What do the "Scale Latent" and "Denoising strength" settings (under Highres. fix) do in the Automatic1111 repo?
The dictionary definition of upscale is to increase the size or improve the quality of. or convert (an image or video) so that it displays correctly in a higher resolution format. It's just scaling in one direction, the opposite of downscaling. Even the original author of high res fix uses word upscaling because the original library uses Real-ESRGAN to upscale transient images. A1111 repo provides an option to use an upscaling model or just bilinear interpolation for this step.
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Upscale to huge sizes and add detail with SD Upscale, it's easy!
(4) What the SD upscaler does is chop the image into tiles, re-run SD on the tiles, and then stitch them back together. img2imgHD, and this custom script are other options that do a similar thing. You can also do it manually and combine the tiles in photoshop/gimp/krita, but it's a lot more work.
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My best cyborgs so far
Im not using Collab. Running these on NVIDIA RTX A6000. I use SD then upscale with https://github.com/jquesnelle/txt2imghd
- My process to upscale an image through img2img
- The upscaling tech is really impressive
- What should I even call this?
- Obama Biden is pretty cursed...
- Landscapes, both scifi and fantasy, are incredible in this model. Made a few new wallpapers using a combination of img2imghd + RealESRGan with some great results. Things really took off once I learned how to use the --generated option to upscale other finds! Original pics at 150 steps, 768x512
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A better (?) way of doing img2img by finding the noise which reconstructs the original image
https://github.com/jquesnelle/txt2imghd The link was literally in the Auto's code's comments.
stable-diffusion-cpu
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Pocket Dragons - Coffee with your pet Dragon
Created with stable-diffusion-cpu on an HP Proliant server, CPU-only, dual Xeon, 16c/32t.
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Run Stable Diffusion on Intel CPUs
I found this repo early on and have been using it to run inference on my M1 Pro MBP. https://github.com/ModeratePrawn/stable-diffusion-cpu
For me it runs at about 3.5 seconds per iteration per picture at 512x512.
There is also a fork that uses metal here and is much faster: https://github.com/magnusviri/stable-diffusion/tree/apple-si...
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StableDiffusion RUNS on M1 chips.
Download the code from the Github repo https://github.com/ModeratePrawn/stable-diffusion-cpu and unzip it. Open it on an editor (e.g. VS Code)
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The Stable Diffusion wiki guide does not work for Mac, however the guide does not state this.
For CPU, try: https://github.com/ModeratePrawn/stable-diffusion-cpu
What are some alternatives?
stable-diffusion - This version of CompVis/stable-diffusion features an interactive command-line script that combines text2img and img2img functionality in a "dream bot" style interface, a WebGUI, and multiple features and other enhancements. [Moved to: https://github.com/invoke-ai/InvokeAI]
stable-diffusion-amd
stable-diffusion-gobig-txt2imghd - Stable diffusion using a standalone implementation of txt2imghd, which is similar to GoBig
stable_diffusion.openvino
stable-diffusion-webui - Stable Diffusion web UI [Moved to: https://github.com/sd-webui/stable-diffusion-webui]
Real-ESRGAN - Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
stable-diffusion - A latent text-to-image diffusion model
rocm-gfx803
stable-diffusion-webui - Stable Diffusion web UI
stable-diffusion - Go to lstein/stable-diffusion for all the best stuff and a stable release. This repository is my testing ground and it's very likely that I've done something that will break it.
stable-diffusion-webui - Stable Diffusion web UI [Moved to: https://github.com/Sygil-Dev/sygil-webui]