Stable Diffusion Implementations Generative AI Tools
Practical implementations, tutorials, and fine-tuning guides for Stable Diffusion models across various tasks (text-to-image, image-to-image, inpainting, colorization). Does NOT include optimization frameworks, inference acceleration techniques, or downstream applications built on diffusion models.
There are 40 stable diffusion implementations tools tracked. 1 score above 50 (established tier). The highest-rated is Acly/krita-ai-diffusion at 64/100 with 9,827 stars. 1 of the top 10 are actively maintained.
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| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
Acly/krita-ai-diffusion
Streamlined interface for generating images with AI in Krita. Inpaint and... |
|
Established |
| 2 |
sayakpaul/dreambooth-keras
Implementation of DreamBooth in KerasCV and TensorFlow. |
|
Emerging |
| 3 |
aws-samples/amazon-sagemaker-personalized-generative-ai
This project simplifies personalized Gen-AI SaaS apps. We fine-tune... |
|
Emerging |
| 4 |
deep-diver/LoRA-deployment
LoRA fine-tuned Stable Diffusion Deployment |
|
Emerging |
| 5 |
aws-samples/generative-ai-demo-using-amazon-sagemaker-jumpstart-kr
This project shows the demos about how to generate stable diffusion images... |
|
Emerging |
| 6 |
Stability-AI/stability-ai-toolkit
External project in GitHub for marketing purposes. This repo will be used... |
|
Emerging |
| 7 |
garystafford/svdxt-sagemaker-huggingface
Deploy and invoke Stability AI's Stable Video Diffusion XT (SVT-XT) 1.1... |
|
Emerging |
| 8 |
garystafford/sdxl_dreambooth_autotrain_demo
Fine-tuning Stable Diffusion XL on AWS for Generative AI-powered Product... |
|
Emerging |
| 9 |
bean980310/stable-diffusion-docker-project
Stable Diffusion WebUI and KohyaSS, ComfyUI, InvokeAI, Fooocus, and more... |
|
Emerging |
| 10 |
graphcore/stable-diffusion
Notebook for running Stable Diffusion – the Generative AI alternative to... |
|
Emerging |
| 11 |
InternLM/EndoCoT
Official implementation of "EndoCoT". Scaling endogenous Chain-of-Thought... |
|
Emerging |
| 12 |
Curated-Awesome-Lists/awesome-stable-diffusion-webui
A curated list of awesome resources related to Stable Diffusion WebUI, a... |
|
Emerging |
| 13 |
hitthecodelabs/CreativeAI-Portraits
Intricate and imaginative images generated using various versions of Stable... |
|
Experimental |
| 14 |
ceramicwhite/IllusionDiffusion
Fork of huggingface.co/spaces/AP123/IllusionDiffusion |
|
Experimental |
| 15 |
rupeshs/instantidcpu
CPU version of InstantID |
|
Experimental |
| 16 |
ShyVortex/diffusion-tool
AI image generator and upscaler tool, created for my university exam |
|
Experimental |
| 17 |
federicadigiaimo/textile-generation
Automated synthesis of high-resolution (1024×1024), seamless textile... |
|
Experimental |
| 18 |
dreamlessx/envisage_public
Depth-conditioned diffusion inpainting for facial surgery outcome... |
|
Experimental |
| 19 |
cylamangie/COM6104-Week10-GenAI-ImageModels
COM6104 Week 10 lab — Exploring generative AI image models (Qwen Image,... |
|
Experimental |
| 20 |
FrederikMR/controlnet_interpolation
Experiments for ControlNet described in https://github.com/FrederikMR/likely_geometry |
|
Experimental |
| 21 |
mubasshirahmxd/Generative_Image_with_StableDiffusion
Generative Image with Stable Diffusion — A clean, high-quality text-to-image... |
|
Experimental |
| 22 |
AyushUnleashed/logo-avatars-pipeline
Generate Creative Logos with Stable Diffusions & Control nets. Try it here: |
|
Experimental |
| 23 |
Raxephion/Typhoon-SDXL-model
Flagship Typhoon model |
|
Experimental |
| 24 |
PupaBoo/Forge-Grid-Sampler-Scheduler
Stable Diffusion Forge extension for comparing sampler × scheduler... |
|
Experimental |
| 25 |
Miragic-AI/Stable-Diffusion-Image-Generator
A latent text-to-image generator based on stable diffusion model |
|
Experimental |
| 26 |
kyopark2014/stable-diffusion-api-server
It describes how to provide the stable diffusion function using api server. |
|
Experimental |
| 27 |
lightChaserX/alphaLDM
Matting by Generation |
|
Experimental |
| 28 |
jbaudru/RAGDiffusion
RAGDiffusion generates smooth videos by blending previous generated frames... |
|
Experimental |
| 29 |
Gaolingx/Glx.MLExamples
machine learning examples |
|
Experimental |
| 30 |
egeyavuzcan/iterative-auto-regressive-image-editing
We develop an auto-regressive editing framework that systematically refines... |
|
Experimental |
| 31 |
Smithy305/whos-that-diffusion
An end-to-end generative AI pipeline that turns sketches into Ken... |
|
Experimental |
| 32 |
farhad-dalirani/Multi-Mode-DreamBooth
This repository provides a minimal yet flexible implementation of DreamBooth... |
|
Experimental |
| 33 |
zachdwight/image-gen-huggingface-example
AI Image Generation with HuggingFace Diffusers |
|
Experimental |
| 34 |
Adolfo-GM/AggmDiffusion-lite
A simple image generation tool. |
|
Experimental |
| 35 |
BhavikBhindora/text_to_image_deci_deffusion
Text to Image Generation With Deci-diffusion. |
|
Experimental |
| 36 |
kimia-cvengineer/instruct_dreambooth
A Few-shot Personalized Image Editing model utilizing Stable Diffusion to... |
|
Experimental |
| 37 |
vladmandic/sd-samples
SD.Next Model Sample Gallery: includes ~3,000 images and covering 50+ styles... |
|
Experimental |
| 38 |
inesruizblach/PersonaGen
A generative AI project for creating realistic and stylized human portraits... |
|
Experimental |
| 39 |
KadenShubert/gen-ai-interior-design
Fine-tuned a Stable Diffusion model to create interior design mockups based... |
|
Experimental |
| 40 |
Raihan4520/Stable-Diffusion
This repository demonstrates how to use Hugging Face's pre-trained models... |
|
Experimental |