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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.

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Text-to-image Models you can runPrompt engineeringPost processing toolsCommunitiesTheory & LearningUpcoming exciting projects

Use this list with your AI agent

Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:

"Show me twitter threads resources from awesome-ai-art-image-synthesis"

Installation instructions →

What's inside

Theory & Learning

Upcoming exciting projects

Text-to-image Models you can run

  • ArtBreeder CollageCommercial

    A collaging tool to generate art using visual aides.

  • CraiyonFree hosted tools

    Formerly dalleMini - open source tool that outputs great compositions but lower quality

  • Dalle2Commercial

    The one that started it all, great with multi characters

  • Diffuse-The-Restimg2img - Generate images from a combination of prompt + init image

    A simple Hugging Face img2img tool that allows for image upload and/or simplistic drawing with a prompt

  • DreamStudioCommercial

    #StableDiffusion in the cloud

  • Google ColabFree hosted tools

    Google free GPU machines in the cloud running models of all sorts.

Post processing tools

  • chaiNNerResolution upscale - free

    A flowchart/node-based image processing GUI for Windows, MacOS, and Linux

  • CupscaleResolution upscale - free

    Windows app that upscales with ERSGan on your GPU

  • Gigapixel upscalerResolution upscale - subscription

  • https://letsenhance.io/Resolution upscale - subscription

    LetEnhance is a credit based enhancement system

  • real-esrganResolution upscale - free

    A hosted version of real-ERSGan with optional face correction

Prompt engineering

  • CLIP interrogatorTips and tricks

    Convert uploaded images into prompts by

  • CLIP retrievalInspiration tools

    Allows you to browse the major datasets the img-2-text models were trained on.

  • Dalle prompt helperBrowser extensions

    a chrome extension to inject prompts into the Dalle interface by

  • Google doc with 3800+ artists and stylesArtist/Modifier studies

    Great collaborative effort 3800+ artists and styles + tips for prompting. Continuesly updated. (without generated images)

  • GPT-2 prompt generatorTools for prompt engineers

    A GPT2 model trained to autocomplete MJ prompts

  • img2promptTips and tricks

    Hosted version of CLIP interrogator on Replicate. Upload image, get prompt ideas.

Communities

  • MidJourneyDiscord

    A huge community of image synthesis folks, prompt help, inspiration channels, etc

  • r/MidJourneyReddit

    The official subreddit for MidJourney related Content

  • r/StableDiffusionReddit

    A rapidly growing Subreddit for Stable Diffusion related content - Community Run

  • Stable Diffusion discordDiscord

    A great community with folks who help each other

Showing a sample of 59 resources. View the full list on GitHub →