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Top 23 Python generative-art Projects
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Project mention: What's the best stable diffusion client for base m1 MacBook air? | /r/StableDiffusion | 2023-10-20
SD.Next
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InfluxDB
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
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Jina AI is really into generative AI. It started out with DALL·E Flow, swiftly followed by DiscoArt. And then…🦗🦗*🦗🦗. At least for a while…
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Make-It-3D
[ICCV 2023] Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior
Project mention: Meet Make-it-3D: An Artificial Intelligence (AI) Framework For High-Fidelity 3D Object Generation From A Single Image | /r/machinelearningnews | 2023-04-20Github: https://github.com/junshutang/Make-It-3D
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Project mention: Samila v1.1 Released: Generative Art Generator in Python + Rotation | /r/aipromptprogramming | 2023-04-05
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Blend_My_NFTs
Easily generate thousands of 3D models, images, and animation automatically in Blender for free with Blend_My_NFTs.
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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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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 | 2023-04-30Honestly 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.
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Project mention: I used Python to control a custom stop-motion animation drawing machine | /r/Python | 2022-12-26
The frames' vector data is generated using a sketch made with my vsketch framework (it involves loading GeoJSON data, processing it with Shapely, and projecting it in 3D with NumPy).
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Project mention: Data visualisation and ray tracing in Python based on OptiX framework | news.ycombinator.com | 2023-07-05
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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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nft-generator-py
This tool allows users to generate sets of unique images and metadata using weighted layer collections.
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ComfyUI-to-Python-Extension
A powerful tool that translates ComfyUI workflows into executable Python code.
I actually released an open source extension that will convert any native comfyui workflow into executable python code that will run without needing the server. Would be a great starting point for integrating your workflow into your pipeline. You can check it out here: https://github.com/pydn/ComfyUI-to-Python-Extension
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AI-Image-PromptGenerator
A flexible UI script to help create and expand on prompts for generative AI art models, such as Stable Diffusion and MidJourney. Get inspired, and create.
Project mention: PromptGen: A flexible UI script to help create and expand on prompts with interesting and quality phrases | /r/StableDiffusion | 2023-01-28 -
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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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
https://github.com/ogkalu2/Merge-Stable-Diffusion-models-without-distortion this seems to be solution. But I'm just too tired to try it now. A link, a bookmark, a possible solution, that's already something ;) For later.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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getonboard.dev | 5 Dec 2023
Index
What are some of the best open-source generative-art projects in Python? This list will help you:
Project | Stars | |
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1 | automatic | 3,908 |
2 | discoart | 3,830 |
3 | dalle-flow | 2,810 |
4 | Make-It-3D | 1,528 |
5 | samila | 1,038 |
6 | Blend_My_NFTs | 972 |
7 | voltaML-fast-stable-diffusion | 872 |
8 | sd-webui-inpaint-anything | 671 |
9 | stable-diffusion-docker | 658 |
10 | vpype | 620 |
11 | ai-art-generator | 607 |
12 | vsketch | 450 |
13 | plotoptix | 448 |
14 | dream-factory | 428 |
15 | Generative-Art | 297 |
16 | nft-generator-py | 276 |
17 | ComfyUI-to-Python-Extension | 250 |
18 | AI-Image-PromptGenerator | 165 |
19 | onnx-web | 131 |
20 | Merge-Stable-Diffusion-models-without-distortion | 128 |
21 | generative-art | 119 |
22 | yasd-discord-bot | 109 |
23 | nanogenmo2014 | 106 |