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Top 11 Python img2img Projects
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automatic
SD.Next: Advanced Implementation of Stable Diffusion and other Diffusion-based generative image models
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sd-webui-inpaint-anything
Inpaint Anything extension performs stable diffusion inpainting on a browser UI using masks from Segment Anything.
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unprompted
Templating language written for Stable Diffusion workflows. Available as an extension for the Automatic1111 WebUI.
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Stable-Diffusion-Latent-Space-Explorer
Codebase for performing various experiments with Stable Diffusion, supported by the diffusers library.
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inpaint-anything
Inpaint Anything performs stable diffusion inpainting on a browser UI using masks from Segment Anything. (by Uminosachi)
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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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stable-diffusion
Optimized Stable Diffusion able to generate 1088x1088 images on just 4GB GPUs (by consciencia)
Project mention: Show HN: I made an app to use local AI as daily driver | news.ycombinator.com | 2024-02-27* LLaVA model: I'll add more documentation. You are right Llava could not generate images. For image generation I don't have immediate plans, but checkout these projects for local image generation.
- https://diffusionbee.com/
- https://github.com/comfyanonymous/ComfyUI
- https://github.com/AUTOMATIC1111/stable-diffusion-webui
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).
Hey everyone,Today I installed inpaint-anything extension from github(https://github.com/Uminosachi/sd-webui-inpaint-anything) to Stable Diffusion. It works perfectly.
Project mention: Unprompted v10 Released: New faceswap features, GPEN support, Civitai shortcode and more! 😊 | /r/StableDiffusion | 2023-10-13I'm pleased to announce the release of Unprompted v10.0.0, the Swiss Army knife extension for A1111. This is a major update that brings a number of new features and improvements, including:
Project mention: Show HN: AI Runner – my personal opensource, local, multi-modal, AI assistant | news.ycombinator.com | 2024-05-10AI Runner is an application I have been working on for well over a year. I am the only developer on the project. I currently do not have a job so I have treated this as my full-time job. 3.0 is not yet ready for release, but I wanted to show you some of the cool things I've done with it (see video in link or check out my youtube page for past progress updates https://www.youtube.com/@capsizegames4331).
AI Runner is a privacy-forward, multi-modal offline AI application built with Pyside6, huggingface libraries, llamaindex and open source models. It allows for real-time text to speech conversations with chatbot agents that you can fully customize. The bots have personalities and "moods". The moods shift with the conversation. I am using custom agents and my own system for selecting actions which is very fast.
The application also allows you to generate images using Stable Diffusion and controlnet (previous versions allowed Kandinsky), LLM for chatbots and RAG retrieval using Mistral 7b and T5, multi-lingual text-to-speech using speech-t5, bark and espeak.
The whole thing can run on a single 2080s video card, or you can split it between multiple GPUs by assigning models to available cards. For example, I have a 2080s which I use for Stable Diffusion, and a 3060 that I use for the other models.
I've built in lots of features such as drawing tools, RAG for documents and websites, image generation with the LLM or custom prompts and more. I post about it often on my Twitter acount (https://twitter.com/xw4ffl35x).
In addition to being a stand-alone application, the goal is to make it usable as an engine to power other applications. For example I plan to use it to power an RPG I am developing in Pygame.
The application is pure python and can be compiled with pyinstaller using the installation scripts included in the main repo (https://github.com/capsize-games/airunner).
I am currently working on v3.0.0 which is under heavy development and is not stable. The last stable version came out over 8 months ago and was version 2.2 (you can find it tagged on github).
This new version is a complete refactor and uses proper threading, has enhanced privacy and security features (the app is not able to access the internet and complete works around any security holes in the huggingface libraries by preventing them from accessing the internet or creating a .cache folder - there's more information about this in the README).
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I believe it is crucially important to have open source options when it comes to AI. I do not want to live in a world that is dominated by OpenAI. I want free, open source models and the ability to run them locally, offline for free.
If you would like to support my efforts, please consider donating via patreon https://www.patreon.com/w4ffl35
Project mention: How to change / custom Model ID of HuggingFace Model | /r/StableDiffusion | 2023-10-15I am using Inpaint-Anything. In that they are using these & these type of models for inpainting, I think they called diffusers, sorry if I am wrong idk couz I am new to this and I want to create absolutereality_v181INPAINTING.safetensors model for inpainting like above type of models.
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 img2img related posts
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BlueMoon AI: A Open-Source Stable Diffusion Model
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How are people doing these videos?
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Added support for image aesthetic filtering using simulacra
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I never thought I'd see the day...
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How to Run stargan2 on Google Colab
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A note from our sponsor - Scout Monitoring
www.scoutapm.com | 1 Jun 2024
Index
What are some of the best open-source img2img projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | stable-diffusion-webui | 132,386 |
| 2 | automatic | 4,821 |
| 3 | sd-webui-inpaint-anything | 965 |
| 4 | unprompted | 755 |
| 5 | airunner | 220 |
| 6 | Stable-Diffusion-Latent-Space-Explorer | 189 |
| 7 | inpaint-anything | 175 |
| 8 | yasd-discord-bot | 112 |
| 9 | stargan2 | 92 |
| 10 | controlnetvideo | 71 |
| 11 | stable-diffusion | 37 |
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