Top 8 Python txt2img Projects

stable-diffusion-webui

2,808 129,299 9.9 Python

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

automatic

185 4,693 10.0 Python

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).

InfluxDB

www.influxdata.com sponsored

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.
unprompted

47 741 8.4 Python

Templating language written for Stable Diffusion workflows. Available as an extension for the Automatic1111 WebUI.

Project mention: Unprompted v10 Released: New faceswap features, GPEN support, Civitai shortcode and more! 😊 | /r/StableDiffusion | 2023-10-13

I'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:

Stable-Diffusion-Latent-Space-Explorer

4 185 6.2 Python

Codebase for performing various experiments with Stable Diffusion, supported by the diffusers library.
yasd-discord-bot

14 112 10.0 Python

Yet Another Stable Diffusion Discord Bot
stable-karlo

10 62 2.3 Python

Upscaling Karlo text-to-image generation using Stable Diffusion v2.
python-sdk

1 39 5.1 Python

Python SDK for Stable Diffusion API (Txt2Img/Img2Img/ControlNet/VAE) (by omniinfer)

Project mention: we've created Python, Javascript, and Golang SDKs for the Omniinfer Stable Diffusion API. | /r/u_omniinfer | 2023-08-12

WorkOS

workos.com sponsored

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.
stable-diffusion

3 37 0.0 Python

Optimized Stable Diffusion able to generate 1088x1088 images on just 4GB GPUs (by consciencia)

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 txt2img related posts

Added support for image aesthetic filtering using simulacra
1 project | /r/StableDiffusion | 22 Oct 2022
I never thought I'd see the day...
2 projects | /r/StableDiffusion | 16 Oct 2022

Index

What are some of the best open-source txt2img projects in Python? This list will help you:

	Project	Stars
1	stable-diffusion-webui	129,299
2	automatic	4,693
3	unprompted	741
4	Stable-Diffusion-Latent-Space-Explorer	185
5	yasd-discord-bot	112
6	stable-karlo	62
7	python-sdk	39
8	stable-diffusion	37