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Top 23 Python stable-diffusion-webui Projects
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automatic
SD.Next: Advanced Implementation of Stable Diffusion and other Diffusion-based generative image models
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multidiffusion-upscaler-for-automatic1111
Tiled Diffusion and VAE optimize, licensed under CC BY-NC-SA 4.0
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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sd-webui-reactor
Fast and Simple Face Swap Extension for StableDiffusion WebUI (A1111 SD WebUI, SD WebUI Forge, SD.Next, Cagliostro)
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DWPose
"Effective Whole-body Pose Estimation with Two-stages Distillation" (ICCV 2023, CV4Metaverse Workshop)
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docker-prompt-generator
Using a Model to generate prompts for Model applications. / 使用模型来生成作图咒语的偷懒工具，支持 MidJourney、Stable Diffusion 等。
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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stable-diffusion-prompt-reader
A simple standalone viewer for reading prompts from Stable Diffusion generated image outside the webui.
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Lora-for-Diffusers
The most easy-to-understand tutorial for using LoRA (Low-Rank Adaptation) within diffusers framework for AI Generation Researchers🔥
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seait
SEAIT is a user-friendly application that simplifies the installation process of AI-related projects
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infinite-zoom-automatic1111-webui
infinite zoom effect extension for AUTOMATIC1111's webui - stable diffusion
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sd-webui-aspect-ratio-helper
Simple extension to easily maintain aspect ratio while changing dimensions. Install via the extensions tab on the AUTOMATIC1111 webui.
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LLM-groundedDiffusion
LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models (LLM-grounded Diffusion: LMD)
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seed_travel
Small script for AUTOMATIC1111/stable-diffusion-webui to create images between two seeds
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Project mention: Open-source project ZLUDA lets CUDA apps run on AMD GPUs | news.ycombinator.com | 2024-03-05> it won't ever be a viable option
For production workloads, I generally agree. It's an unsupported hack with a questionable future, I wouldn't do anything money-making with it.
However, for tinkering and consumer workloads, it already works pretty well. Enough of cuDNN and cuBLAS work to run PyTorch and in turn, Stable Diffusion with https://github.com/lshqqytiger/ZLUDA - there's even a fairly user-friendly setup process already in https://github.com/vladmandic/automatic .
I was able to get a personal non-ML related project working on my AMD card in just a few minutes, which saved me a lot of development time before I then deployed the production workload on NV hardware (this is probably why AMD pulled the plug on the project - it's almost more of a boost to NV than anything else, AMD really need people to be writing code on ROCm to deploy on AMD datacenter hardware).
Project mention: Stable Diffusion can't stop generating extra torsos, even with negative prompt. Any suggestions? | /r/StableDiffusion | 2023-12-11
Project mention: Textual inversion. The best way to prepare photos of a person? | /r/StableDiffusion | 2023-12-06One idea would be to use Segment Anything to cut out the character/face from the background and then replace with random backgrounds that you generate with stable diffusion. Here's an extension for Automatic1111 :) https://github.com/continue-revolution/sd-webui-segment-anything
Project mention: sd-webui-reactor VS facefusion - a user suggested alternative | libhunt.com/r/sd-webui-reactor | 2024-01-30
Project mention: Solving "Filename too long" error when installing DW Pose in Automatic 1111 Stable Diffusion Web UI | /r/StableDiffusion | 2023-12-06If you want to install DW Pose in the Stable Diffusion Web UI (Extensions > Install from URL: https://github.com/IDEA-Research/DWPose.git) on Windows, you could be facing some issue as the Git project contains long path names. This error is not systematic as it depends on where you have installed the Automatic 1111 Stable Diffusion Web UI.
Hi, Great job, If you need to remove the wav2lip blur, you can use : https://github.com/numz/sd-wav2lip-uhq
I've been interested in this sorta thing as well recently. This is an outstanding upscaler that uses SD2.1 to add detail to the image: https://github.com/pkuliyi2015/sd-webui-stablesr - A1111 Extension hardly mentioned. Developers have an SDXL trained models listed on their todo/coming soon. Heavy on the resources but for me the results have been excellent. Prob some other more known things (like a complicated comfy workflow maybe you can just download)
This is a subproject of the SD Prompt Reader. It helps you extract metadata from images in any format supported by the SD Prompt Reader and saves the images with additional metadata to ensure compatibility with metadata detection on websites such as Civitai.
I have google the problem and had no luck with the troubleshooting on the custom node's page. I also saw some people open it up on the github for discussion but seems like no luck so far: https://github.com/Gourieff/comfyui-reactor-node/issues/128
Project mention: How to plan A1111 upgrade on Windows and keep CUDA working | /r/StableDiffusion | 2023-06-24install the recommended python and git from windows store and try from here to install automatic1111 from here https://github.com/diStyApps/seait its a gui and very simple just one click do install it will create a new separate venv just make sure your python is version is updated
Project mention: Controlnet Error: "No ControlNetUnit detected in args". | /r/StableDiffusion | 2023-06-23I removed two extensions I wasn't using that occur before it in alphabetical order (for video... SD-CN-Animation and Infinite Zoom ). I think it may have been the latter two which were the problem.
https://github.com/opparco/stable-diffusion-webui-two-shothttps://github.com/butaixianran/Stable-Diffusion-Webui-Civitai-Helper https://github.com/opparco/stable-diffusion-webui-composable-lora https://github.com/thomasasfk/sd-webui-aspect-ratio-helper
Project mention: Creating pictures of multiple people with distinct faces | /r/StableDiffusion | 2023-05-10You can use the multi subject renderer https://github.com/Extraltodeus/multi-subject-render.git
Project mention: How to Build Your Own AI-Generated Images with ControlNet and Stable Diffusion | news.ycombinator.com | 2023-10-23LLMs in general are, and that can be leveraged by using an LLM to set up layout for Stable Diffusion.
https://github.com/TonyLianLong/LLM-groundedDiffusion
Project mention: Basic Guide #12 - How to Upscale an Image While Adding Details (multi-diffusion + tiled VAE) | /r/StableDiffusion | 2023-06-10
Seed travel is a technique and and a script for A1111: https://github.com/yownas/seed_travel
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python stable-diffusion-webui related posts
- ComflowySpace: An open-source version of better ComfyUI
- Stable Cascade
- Stable Code 3B: Coding on the Edge
- Stable Diffusion can't stop generating extra torsos, even with negative prompt. Any suggestions?
- Reduce Or Remove The Use Of RAM In Image Generation
- How I do I fix these boxes/lines appearing while using Ultimate SD upscale + CN tiles? All the details are in my comment below. Please Helps. MANY THANKS !!!
- Just me or SDXL is bad for rendering trees, grasses, vegetation in general ? Looks a stop motion or unfinished painting. How can I fix it ?
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Index
What are some of the best open-source stable-diffusion-webui projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | automatic | 4,717 |
| 2 | multidiffusion-upscaler-for-automatic1111 | 4,444 |
| 3 | adetailer | 3,682 |
| 4 | sd-webui-segment-anything | 3,192 |
| 5 | sd-webui-reactor | 2,104 |
| 6 | DWPose | 1,890 |
| 7 | docker-prompt-generator | 1,111 |
| 8 | sd-wav2lip-uhq | 1,035 |
| 9 | Radiata | 983 |
| 10 | sd-webui-stablesr | 953 |
| 11 | sd-face-editor | 948 |
| 12 | stable-diffusion-prompt-reader | 888 |
| 13 | comfyui-reactor-node | 868 |
| 14 | Lora-for-Diffusers | 697 |
| 15 | seait | 678 |
| 16 | infinite-zoom-automatic1111-webui | 637 |
| 17 | sd-webui-aspect-ratio-helper | 364 |
| 18 | multi-subject-render | 359 |
| 19 | LLM-groundedDiffusion | 354 |
| 20 | depthmap2mask | 352 |
| 21 | batch-face-swap | 330 |
| 22 | seed_travel | 301 |
| 23 | stable-diffusion-webui | 260 |
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