Awesome AI Art Image Synthesis
Overview
The Awesome AI Art Image Synthesis project is an extensive compilation of tools, ideas, models, and resources for individuals interested in AI art and image synthesis. Whether you're a professional prompt designer or a curious newcomer, this project offers a plethora of resources catering to both commercial platforms and open-source software. The project specifically focuses on various popular models like Dall-E 2, MidJourney, and Stable Diffusion.
Contents of the Project
The project is neatly organized into several categories, each featuring a list of tools and resources designed to enhance the user experience with AI-based art. Here's a look at the categories explored:
Text-to-Image Models
Commercial Options:
- DreamStudio: This service offers Stable Diffusion capabilities in the cloud.
- Midjourney: Running via Discord, this bot produces impressive visuals.
- Dalle2: Known as a pioneer in AI art, Dalle2 is excellent for creating artworks with multiple characters.
- NightCafe: Integrates Stable Diffusion as an AI art generator.
- ArtBreeder Collage: Allows users to generate art using collaging techniques.
- Photoroom: Provides a new feature for designing backgrounds.
Free Hosted Tools:
- Craiyon: Formerly DalleMini, this open-source platform outputs compelling compositions.
- StableDiffusion on HuggingFace & Replicate: These platforms enable users to run Stable Diffusion models easily.
- Google Colab: Offers free GPU resources to run a variety of models.
Free Local Tools: Advanced users can explore installing image synthesis tools locally with these resources:
- StableDiffusion + Web GUI: A comprehensive guide for running Stable Diffusion on a local GPU with a user-friendly interface.
- StableDiffusion with Diffusers: Simplifies running Stable Diffusion locally using HuggingFace's diffusers library.
Prompt Engineering
Prompt engineering is a crucial aspect of using AI tools effectively. It involves constructing inputs to guide the AI in generating desired results.
Tools for Prompt Engineers:
- Lexica and Libraire: These platforms serve as search engines for Stable Diffusion prompts.
- Krea.ai and PromptMania: User-friendly builders for creating prompts, offering visual examples and modifiers.
- Promptbase Marketplace: A platform for buying and selling prompts.
- GPT-2 Prompt Generator: Uses GPT-2 to suggest auto-completion for prompts.
Studies on Artists and Modifiers: These resources are essential for artists seeking to understand how different styles and modifiers can impact AI-generated art.
Post Processing Tools
These tools assist in refining and enhancing the quality of AI-generated images:
- Resolution Upscale: Services like Gigapixel and Real-esrgan can improve image resolution.
- Face and Hand Fixing Tools: Communities encourage contributions to improve face and hand depiction in synthesized images.
- Outcrop and Inpaint: These features are under development, with the potential to further enhance image editing.
Community and Learning
Engagement with communities and educational resources is invaluable for ongoing learning and collaboration:
- Forums on Discord and Reddit: These platforms provide spaces for sharing insights, gaining inspiration, and troubleshooting.
- Tutorials, Videos, and Twitter Threads: Resources offering detailed guidance and discussion on everything from basic techniques to advanced skills in AI art synthesis.
Exciting Upcoming Projects
The project highlights several innovative tools and plugins in development, such as updates for Photoshop, Figma, and Blender. These upcoming projects promise to expand the capabilities and accessibility of AI art synthesis.
Contribution and Support
The Awesome AI Art Image Synthesis project thrives on community participation. Contributions are encouraged to continually enrich the resources and keep the content current. With a dedicated community and evolving tools, this project promises to be an invaluable resource in the world of AI art.
Readers are encouraged to explore the project, contribute where possible, and engage with the vibrant community, offering support and collaboration in the fascinating field of AI image synthesis.