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awesome-ai-art-image-synthesis

A list of awesome tools, ideas, prompt engineering tools, colabs, models, and helpers for the prompt designer playing with aiArt and image synthesis. Covers Dalle2, MidJourney, StableDiffusion, and open source tools.
https://github.com/altryne/awesome-ai-art-image-synthesis

Last synced: 4 days ago
JSON representation

  • Text-to-image Models you can run

    • Commercial

      • DreamStudio - #StableDiffusion in the cloud
      • Midjourney - Discord bot with amazing visuals
      • Dalle2 - The one that started it all, great with multi characters
      • NightCafe - Nightcafe studio is an AI Art Generator (incrorporates stableDiffusion)
      • ArtBreeder Collage - A collaging tool to generate art using visual aides.
      • Photoroom - Photoroom has a new feature for backgrounds (featured on product hunt)

    • Free hosted tools

    • Free local

      • CleanShot 2022-08-27 at 15 10 34@2x
      • StableDiffusion with Diffusers - A simple-ish way to run stable diffusion locally using hugging face diffusers library
      • StableDiffusion + Web GUI - This repo has a step by step way to install and run #stableDiffusion using local GPU + a gradio based web UI. Has a nice UI, upscalers built-in, img2img and inpainting, and a LOT more! (see [thread](https://twitter.com/altryne/status/1563452692399214594) with features

    • img2img - Generate images from a combination of prompt + init image

      • stable-img-to-img - Hosted version of img2img tool from stable diffusion. Provide an image + a prompt
      • Diffuse-The-Rest - A simple Hugging Face img2img tool that allows for image upload and/or simplistic drawing with a prompt

  • Prompt engineering

    • Tools for prompt engineers

      • Lexica - A Stable Diffusion prompts search engine
      • Libraire - Another Stable Diffusion prompts search engine, with over 10M images and prompts
      • Krea.ai - A prompt builder with a nice UI, searchable prompts.
      • PromptMania prompt builder - A prompt builder that supports MJ, SD and Dalle, with visual examples and a lot of modifiers
      • GPT-2 prompt generator - A GPT2 model trained to autocomplete MJ prompts
      • Promptbase Marketplace - Buy and sell your promtps for 💰

    • Artist/Modifier studies

    • Browser extensions

      • Dalle prompt helper - a chrome extension to inject prompts into the Dalle interface by [@altryne](https://twitter.com/altryne)

    • Tips and tricks

      • img2prompt - Hosted version of CLIP interrogator on Replicate. Upload image, get prompt ideas.
      • CLIP interrogator - Convert uploaded images into prompts by [@pharampsychotic](https://twitter.com/pharmapsychotic) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pharmapsychotic/clip-interrogator/blob/main/clip_interrogator.ipynb)

    • Inspiration tools

      • same.energy - A visual exploration search engine.
      • CLIP retrieval - Allows you to browse the major datasets the img-2-text models were trained on.

  • Post processing tools

  • Theory & Learning

  • Communities

    • Discord

      • Stable Diffusion discord - A great community with folks who help each other
      • MidJourney - A huge community of image synthesis folks, prompt help, inspiration channels, etc

    • Reddit

      • r/StableDiffusion - A rapidly growing Subreddit for Stable Diffusion related content - Community Run
      • r/MidJourney - The official subreddit for MidJourney related Content

  • Upcoming exciting projects

  • If you find this list valuable

    • Twitter Threads

  • Acknowledgements and shoutouts

    • Twitter Threads

      • @pharampsychotic - For the insane [tools list](https://pharmapsychotic.com/tools.html) on their website, the support in DMs, and the spaces with a lot of patience and answers ❤️
Programming Languages
Python 2 C# 1 Jupyter Notebook 1
Categories
Theory & Learning 20 Prompt engineering 16 Text-to-image Models you can run 15 Upcoming exciting projects 5 Post processing tools 5 Communities 4 Acknowledgements and shoutouts 1 If you find this list valuable 1
Sub Categories
Twitter Threads 14 YouTube Video Resources 9 Tools for prompt engineers 6 Commercial 6 Artist/Modifier studies 5 Tutorials 4 Free hosted tools 4 Free local 3 Resolution upscale - subscription 2 Inspiration tools 2 Reddit 2 img2img - Generate images from a combination of prompt + init image 2 Resolution upscale - free 2 Tips and tricks 2 Discord 2 Fix hands 1 Browser extensions 1
Keywords
clip 2 semantic-search 1 multimodal 1 knn 1 deep-learning 1 ai 1 pytorch 1