Python stable-diffusion

Open-source Python projects categorized as stable-diffusion
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Topics: stable-diffusion-webui AI stable-diffusion-webui-plugin image-generation Pytorch
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Top 23 Python stable-diffusion Projects

  • stable-diffusion-webui

    Stable Diffusion web UI

    • 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

  • ComfyUI

    The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.

    • Project mention: ComflowySpace: An open-source version of better ComfyUI | news.ycombinator.com | 2024-03-08

    The non standard licensing puts me off in contributing or using this. It is frustrating how the phrase opensource has been diluted in the AI/ML community. ComfyUI has a GPL license [1] while this project uses this [2]. I honestly don't know where I stand since this is a legal document using non-standard phrasing to describe how the rights around the source code.

    This is a project that uses a custom license with less rights provided than the ComfyUI project it self-describes as improving. Am not sure the title is reflective of the project.

    [1] - https://github.com/comfyanonymous/ComfyUI/blob/master/LICENS...

  • 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.

    InfluxDB logo

  • diffusers

    🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

    • Project mention: StableDiffusionSafetyChecker | news.ycombinator.com | 2023-12-06

  • IOPaint

    Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.

    • Project mention: IOPaint: Image inpainting tool powered by SOTA. Erase and replace objects/people | news.ycombinator.com | 2024-04-12

  • PaddleNLP

    👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

  • stable-dreamfusion

    Text-to-3D & Image-to-3D & Mesh Exportation with NeRF + Diffusion.

    • Project mention: When are we getting stable diffusion for 3d models or 3d scenes? | /r/StableDiffusion | 2023-12-07

    Who is working on it? I've seen a few other models that do this, like Stable-Dreamfusion.

  • dream-textures

    Stable Diffusion built-in to Blender

    • Project mention: Donut done with Artificial Intelligence and Blender | /r/blender | 2023-05-31

  • 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.

    WorkOS logo

  • fast-stable-diffusion

    fast-stable-diffusion + DreamBooth

    • Project mention: Working Colab notebooks for training Dreambooth? | /r/DreamBooth | 2023-12-10

    I tried using TheLastBen's fast dreambooth trainer. I managed to train a ckpt file but I can't run it.

  • automatic

    SD.Next: Advanced Implementation of Stable Diffusion and other Diffusion-based generative image models

    • 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).

  • krita-ai-diffusion

    Streamlined interface for generating images with AI in Krita. Inpaint and outpaint with optional text prompt, no tweaking required.

    • Project mention: A quick Krita/ComfyUI LCM live painting tip | /r/StableDiffusion | 2023-12-08

    I have been playing a lot with Krita's SD plugin https://github.com/Acly/krita-ai-diffusion - that uses ComfyUI as it's API source.

  • courses

    This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI) (by SkalskiP)

    • Project mention: If you are looking for free courses about AI, LLMs, CV, or NLP, I created the repository with links to resources that I found super high quality and helpful. The link is in the comment. | /r/ChatGPT | 2023-07-02

    I found it: https://github.com/SkalskiP/courses

  • multidiffusion-upscaler-for-automatic1111

    Tiled Diffusion and VAE optimize, licensed under CC BY-NC-SA 4.0

    • Project mention: Stable Diffusion can't stop generating extra torsos, even with negative prompt. Any suggestions? | /r/StableDiffusion | 2023-12-11

  • stable-diffusion-videos

    Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts

    • Project mention: How to create it? | /r/ChatGPT | 2023-06-01

  • discoart

    🪩 Create Disco Diffusion artworks in one line

  • stablediffusion-infinity

    Outpainting with Stable Diffusion on an infinite canvas

  • SUPIR

    SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild

    • Project mention: Compressing Images with Neural Networks | news.ycombinator.com | 2024-03-18

    Current SOTA open source is I believe SUPIR (Example - https://replicate.com/p/okgiybdbnlcpu23suvqq6lufze), but it needs a lot of VRAM, or you can run it through replicate, or here's the repo (https://github.com/Fanghua-Yu/SUPIR)

  • sd-webui-roop

    roop extension for StableDiffusion web-ui

    • Project mention: sd-webui-roop VS facefusion - a user suggested alternative | libhunt.com/r/sd-webui-roop | 2024-01-30

  • sd-webui-segment-anything

    Segment Anything for Stable Diffusion WebUI

    • Project mention: Textual inversion. The best way to prepare photos of a person? | /r/StableDiffusion | 2023-12-06

    One 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

  • riffusion

    Stable diffusion for real-time music generation

    • Project mention: You know what I REALLY want? Something like img2img but for sound/music. | /r/StableDiffusion | 2023-12-04

    Why don’t you try Riffusion? https://github.com/riffusion/riffusion The general idea is convert your audio waveform into an image (spectrogram).

  • sd-webui-deforum

    Deforum extension for AUTOMATIC1111's Stable Diffusion webui

    • Project mention: p5.js Visual Art Composer GPT - enter a prompt, get p5.js code output | /r/GPTStore | 2023-12-10

    I’m thinking about constructing a file based on this default: https://github.com/deforum-art/sd-webui-deforum/blob/automatic1111-webui/scripts/default_settings.txt

  • zero123

    Zero-1-to-3: Zero-shot One Image to 3D Object (ICCV 2023)

    • Project mention: Stable Cascade | news.ycombinator.com | 2024-02-13

    Someone with resources will have to train Zero123 [1] with this backbone.

    [1] https://zero123.cs.columbia.edu/

  • YiVal

    Your Automatic Prompt Engineering Assistant for GenAI Applications

    • Project mention: YiVal——Unlocking Your Data's Power to Create Customized GenAI Apps | /r/u_YiVal | 2023-11-16

    - 🤖Github:https://github.com/YiVal/YiVal/pull/189

  • sd-webui-reactor

    Fast and Simple Face Swap Extension for StableDiffusion WebUI (A1111 SD WebUI, SD WebUI Forge, SD.Next, Cagliostro)

    • Project mention: sd-webui-reactor VS facefusion - a user suggested alternative | libhunt.com/r/sd-webui-reactor | 2024-01-30

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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 related posts

Index

What are some of the best open-source stable-diffusion projects in Python? This list will help you:

Project Stars
1 stable-diffusion-webui 129,299
2 ComfyUI 32,480
3 diffusers 22,429
4 IOPaint 16,993
5 PaddleNLP 11,386
6 stable-dreamfusion 7,794
7 dream-textures 7,584
8 fast-stable-diffusion 7,298
9 automatic 4,693
10 krita-ai-diffusion 4,533
11 courses 4,486
12 multidiffusion-upscaler-for-automatic1111 4,420
13 stable-diffusion-videos 4,205
14 discoart 3,839
15 stablediffusion-infinity 3,797
16 SUPIR 3,359
17 sd-webui-roop 3,204
18 sd-webui-segment-anything 3,167
19 riffusion 3,164
20 sd-webui-deforum 2,538
21 zero123 2,473
22 YiVal 2,425
23 sd-webui-reactor 2,082

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