stable-diffusion-loopback-color-correction-script
AI-Horde
stable-diffusion-loopback-color-correction-script | AI-Horde | |
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6 | 16 | |
28 | 996 | |
- | 4.2% | |
10.0 | 9.4 | |
over 1 year ago | 1 day ago | |
Python | Python | |
MIT License | GNU Affero General Public License v3.0 |
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stable-diffusion-loopback-color-correction-script
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Loopback makes pictures lose contrast a lot
Hi, I have a problem with loopback that I struggle with for few days and I fail to fix it. When I use loopback, even just 5 steps, the pictures have progressively lower contrast until they are just pure gray. I have tried turning on/off the color correction in settings, I have tried this https://github.com/rewbs/stable-diffusion-loopback-color-correction-script script for color correction, I have tried using inpainting instead but nothing seems to help. Do you have any idea what may cause this, how to fix this? The weird thing is that when it generates, when I see the how it generated it looks fine but at the moment it saves it just loses contrast and changes. I am using the v4.5 model and DPM++ SDE sampling.
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Black Muddy River by the Grateful Dead (a stable diffusion music video)
This video is the first thing I made that I wanted to share with more than just my family. I made most of it from the lyrics at 50 frames per verse. I interpolated from one verse to the next: “current_verse:1.0 AND next_verse:0.0” in 50 steps to “current_verse:0.0 AND next_verse:1.0” using a custom script I wrote for the automatic1111 repo. I started from the loopback color correction script (no longer needed! hurray for VAE!) and added code to allow an eight-parameter “move” that repositions each corner of the next image. It also interpolates between an initial move and an end move, so that the transitions are smooth.
- Stable Diffusion links from around October 5, 2022 that I collected for further processing
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Good news: VAE prevents the loopback magenta skew!
Historically, loopbacks have suffered from a major colour skew problem, resulting in most UIs providing some kind of colour correction post processing step as an option. You can see some examples of the problem and workaround here. This didn't go away with the 1.5 model.
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Experimenting with video, feedback would be great
As an aside, looks like this video is hitting the magenta/cyan skew issue that emerges when you do loopbacks with certain params. You could look into colour correction techniques to avoid this. See https://github.com/rewbs/stable-diffusion-loopback-color-correction-script for more info.
- User script to provide advanced colour correction options for img2img loopback for AUTOMATIC1111/stable-diffusion-webui
AI-Horde
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Nvidia Announces Financial Results for Second Quarter Fiscal 2024
Also the Horde for Stable Diffusion, pretty good concept: https://github.com/Haidra-Org/AI-Horde/
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Can u still run SD on google colab / kaggle free tier?
This is a crowdsourced distributed cluster of Image generation workers and text generation workers. If you like this service, consider joining the horde yourself!
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Running SD on external GPU?
There's AI Horde: https://github.com/db0/AI-Horde
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For individual users, would it be helpful to use multiple graphics cards to generate images and train models?
You might be interested in the Stable Horde project : Official website: https://stablehorde.net/ GitHub page: https://github.com/db0/AI-Horde Discord server: https://discord.gg/3DxrhksKzn Related posts on Reddit: https://www.reddit.com/r/StableDiffusion/search/?q=horde&restrict_sr=1&sr_nsfw=
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I think we could make the website!
If its going to be AGPL that means you are allowed to use AI Hordes backend code if you wish. You can find it here : https://github.com/db0/AI-Horde/tree/KAI_DO_NOT_DELETE
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Do you have to go to the colab and reinstall Pygmalion every time? And is it taking up space on my computer?
The Kobold AI Horde is a community of volunteers who share their expensive computers for running AI models.
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I am a Social Media Marketer willing to donate my labor and do free advertising online for Pygmalion. How do I best help?
Kobold AI-Horde
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T-Shirt print designs model, made as a test. It requires zero prompt complexity. Model download link in comments
I think that this is the correct github project: https://github.com/db0/AI-Horde
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How would I make a credits system for stable diffusion
github: db0/AI-Horde: A crowdsourced distributed cluster for AI art and text generation (github.com)
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Daily General Discussion - November 2, 2022
ALSO!! If you're an ex-miner and have a lot of GPUs sitting around, consider offering them up to the Horde
What are some alternatives?
dreambooth-docker
TavernAI - Atmospheric adventure chat for AI language models (KoboldAI, NovelAI, Pygmalion, OpenAI chatgpt, gpt-4)
sd-parseq - Parameter sequencer for Stable Diffusion
Stable-Horde-Client - A simple client to create Stable Diffusion images without any dependencies or hardware requirements [Moved to: https://github.com/db0/Lucid-Creations]
stable-diffusion-webui - Stable Diffusion web UI
AI-Horde-Godot-Addon - A Godot addon for using Stable Horde
Stable-diffusion-webui-video
stable-diffusion-grpcserver - An implementation of a server for the Stability AI Stable Diffusion API
artbot-for-stable-diffusion - A front-end GUI for interacting with the AI Horde / Stable Diffusion distributed cluster
stable-diffusion - A latent text-to-image diffusion model
KoboldAI-Horde-Bridge - Turns KoboldAI into a crowdsourced distributed cluster