Python generative-art

Open-source Python projects categorized as generative-art
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Topics: stable-diffusion Python ai-art image-generation Python3
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Top 23 Python generative-art Projects

  • 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).

  • discoart

    🪩 Create Disco Diffusion artworks in one line

  • 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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  • dalle-flow

    🌊 A Human-in-the-Loop workflow for creating HD images from text

  • Make-It-3D

    [ICCV 2023] Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior

  • samila

    Generative Art Generator

  • Blend_My_NFTs

    Easily generate thousands of 3D models, images, and animation automatically in Blender for free with Blend_My_NFTs.

  • voltaML-fast-stable-diffusion

    Beautiful and Easy to use Stable Diffusion WebUI

    • 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.

  • 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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  • sd-webui-inpaint-anything

    Inpaint Anything extension performs stable diffusion inpainting on a browser UI using masks from Segment Anything.

    • Project mention: How to send masked photo to img2img inpainting | /r/StableDiffusion | 2023-10-12

    Hey everyone,Today I installed inpaint-anything extension from github(https://github.com/Uminosachi/sd-webui-inpaint-anything) to Stable Diffusion. It works perfectly.

  • stable-diffusion-docker

    Run the official Stable Diffusion releases in a Docker container with txt2img, img2img, depth2img, pix2pix, upscale4x, and inpaint.

    • Project mention: Do you guys recommend any GPU cloud hosting services for stable diffusion? | /r/StableDiffusion | 2023-04-30

    Honestly though, you’re being a bit paranoid about it. Running your own local install would be much easier, and if you use .safetensors then from my understanding you’re pretty safe. You could also run it using the Docker container for a bit more security, though imo it’s not worth the headache.

  • ComfyUI-to-Python-Extension

    A powerful tool that translates ComfyUI workflows into executable Python code.

    • Project mention: Building Comfy workflows and calling through API? | /r/comfyui | 2023-12-07

    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

  • vpype

    The Swiss-Army-knife command-line tool for plotter vector graphics.

    • Project mention: Building a DIY Pen Plotter | news.ycombinator.com | 2023-10-04

  • infinite-zoom-automatic1111-webui

    infinite zoom effect extension for AUTOMATIC1111's webui - stable diffusion

    • Project mention: Controlnet Error: "No ControlNetUnit detected in args". | /r/StableDiffusion | 2023-06-23

    I removed two extensions I wasn't using that occur before it in alphabetical order (for video... SD-CN-Animation and Infinite Zoom ). I think it may have been the latter two which were the problem.

  • ai-art-generator

    For automating the creation of large batches of AI-generated artwork locally.

  • vsketch

    Generative plotter art environment for Python

  • plotoptix

    Data visualisation and ray tracing in Python based on OptiX 7.7 framework.

    • Project mention: Data visualisation and ray tracing in Python based on OptiX framework | news.ycombinator.com | 2023-07-05

  • 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 | 2023-05-12

    Good stuff! For anyone else that uses Dream Factory, I've converted this to a .prompts file for use with it here:

  • Generative-Art

    A selection of generative art scripts written in Python (by JakobGlock)

  • nft-generator-py

    This tool allows users to generate sets of unique images and metadata using weighted layer collections.

  • onnx-web

    web UI for GPU-accelerated ONNX pipelines like Stable Diffusion, even on Windows and AMD

  • inpaint-anything

    Inpaint Anything performs stable diffusion inpainting on a browser UI using masks from Segment Anything. (by Uminosachi)

    • Project mention: How to change / custom Model ID of HuggingFace Model | /r/StableDiffusion | 2023-10-15

    I 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.

  • Merge-Stable-Diffusion-models-without-distortion

    Adaptation of the merging method described in the paper - Git Re-Basin: Merging Models modulo Permutation Symmetries (https://arxiv.org/abs/2209.04836) for Stable Diffusion

  • generative-art

    Generative art experiments (by anaulin)

  • yasd-discord-bot

    Yet Another Stable Diffusion Discord Bot

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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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 generative-art related posts

Index

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

Project Stars
1 automatic 4,693
2 discoart 3,839
3 dalle-flow 2,824
4 Make-It-3D 1,683
5 samila 1,062
6 Blend_My_NFTs 991
7 voltaML-fast-stable-diffusion 939
8 sd-webui-inpaint-anything 914
9 stable-diffusion-docker 712
10 ComfyUI-to-Python-Extension 680
11 vpype 651
12 infinite-zoom-automatic1111-webui 637
13 ai-art-generator 627
14 vsketch 476
15 plotoptix 474
16 dream-factory 469
17 Generative-Art 299
18 nft-generator-py 298
19 onnx-web 175
20 inpaint-anything 154
21 Merge-Stable-Diffusion-models-without-distortion 133
22 generative-art 119
23 yasd-discord-bot 112

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