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Top 21 Python ai-art Projects
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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.
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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).
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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-videos
Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts
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Project mention: DiffusionDB: A large-scale text-to-image prompt gallery dataset based on Stable Diffusion | /r/datasets | 2023-06-27
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Project mention: Show HN: Shortbread, a web app that helps you create AI comics in minutes | news.ycombinator.com | 2023-10-06
Also, VoltaML has a good reference GPU AITemplate SD 1.5 implementation:
https://github.com/VoltaML/voltaML-fast-stable-diffusion/tre...
The speed jump is massive on my desktop GPU, probably even more dramatic on cloud hardware, and it may support some things (weight swapping/lora swapping/resolution changing) better than JAX.
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sd-webui-inpaint-anything
Inpaint Anything extension performs stable diffusion inpainting on a browser UI using masks from Segment Anything.
Hey everyone,Today I installed inpaint-anything extension from github(https://github.com/Uminosachi/sd-webui-inpaint-anything) to Stable Diffusion. It works perfectly.
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unprompted
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 | 2023-10-13I'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:
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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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ComfyUI-to-Python-Extension
A powerful tool that translates ComfyUI workflows into executable Python code.
Everything is still Python under the hood so you can convert your workflows to regular Python to run. Also it’s worth editing the final output so you can pass in which ever parameters you desire: https://github.com/pydn/ComfyUI-to-Python-Extension
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dream-factory
Multi-threaded GUI manager for mass creation of AI-generated art with support for multiple GPUs.
Project mention: 80's-90's fantasy art character generator w/ dynamic prompt (DS&D) | /r/StableDiffusion | 2023-05-12Good stuff! For anyone else that uses Dream Factory, I've converted this to a .prompts file for use with it here:
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Project mention: Show HN: Talk to an LLM (and interrupt it) with your voice [video] | news.ycombinator.com | 2024-03-07
AI Runner is an application that I have been developing for over a year. This next iteration is a near total rewrite and adds lots of new features - what started out as an AI Art application has evolved into a multi-modal AI assistant built with pure python. It runs locally and offline on your own hardware (I recommend using an RTX 2080s or higher).
You can get the source here: https://github.com/Capsize-Games/airunner/
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Project mention: I hope that by A1111 is everything fine. Best wishes for great man! In mean time lets, develope Vlad fork | /r/StableDiffusion | 2023-04-23
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alias-free-gan
Unofficial Alias-Free GAN implementation. Based on rosinality's version with expanded training and inference options. (by duskvirkus)
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sd-pixel
Quickly and easily perform downscaling, color palette limiting, and other useful pixel art effects through the extras tab.
sd-pixelalmost perfect, but! I can't change quantization method, dithering and use a custom palette.
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collage-diffusion-ui
An open source, layer-based web interface for Collage Diffusion - use a familiar Photoshop-like interface and let the AI harmonize the details.
Project mention: Collage Diffusion: use a familiar Photoshop-like layered interface to control diffusion models! (free demo) | /r/aiArt | 2023-09-13The UI/implementation is open source at: https://github.com/linden-li/collage-diffusion-ui Free demo at: https://collagediffusion.stanford.edu/
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diffusion-browser
An easy way to view the images and metadata generated by Stable Diffusion's Automatic1111 WebUI
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asset-generator
A powerful application to generate AI-generated Assets using DALL-E,Stable Diffustion and DeepAI.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Python ai-art related posts
- Show HN: Talk to an LLM (and interrupt it) with your voice [video]
- AI Runner: real time voice to text conversation with PC preview [video]
- Show HN: AI RUNNER – LLMs and Stable Diffusion on local hardware
- BlueMoon AI: A Open-Source Stable Diffusion Model
- How To Increase Performance Time on MacOS
- Building Comfy workflows and calling through API?
- Easy Stable Diffusion XL in your device, offline
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A note from our sponsor - WorkOS
workos.com | 28 Mar 2024
Index
What are some of the best open-source ai-art projects in Python? This list will help you:
Project | Stars | |
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1 | stable-diffusion-webui | 126,715 |
2 | automatic | 4,562 |
3 | stable-diffusion-videos | 4,153 |
4 | diffusiondb | 1,082 |
5 | voltaML-fast-stable-diffusion | 922 |
6 | sd-webui-inpaint-anything | 871 |
7 | unprompted | 735 |
8 | ComfyUI-to-Python-Extension | 585 |
9 | dream-factory | 462 |
10 | airunner | 178 |
11 | onnx-web | 168 |
12 | alias-free-gan | 77 |
13 | pycasso | 66 |
14 | MetalDiffusion | 64 |
15 | stable-karlo | 62 |
16 | sd-pixel | 45 |
17 | collage-diffusion-ui | 44 |
18 | diffusion-browser | 37 |
19 | IF-webui | 28 |
20 | asset-generator | 27 |
21 | SD-Prompt-Generator | 12 |