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Awesome Generative AIAwesomeTrack Awesome List

A curated list of Generative AI projects, tools, artworks, and models

Repository Introduction

Welcome to our Awesome List of Generative AI resources! This repository is a curated collection of references in the dynamic field of Generative AI, equipped with various sources such as academic papers, technical articles, online courses, tutorials, and software.

Structure:

  1. Sections: Each section represents a different Generative AI-related category (e.g., LLMs, prompt engineering, image synthesis, educational resources, etc.). The Inboxes are the more general references of a category. When a new category emerges, it becomes a specific subsection.

  2. References within sections: Inside each section, references are listed in reverse chronological order, with the most recent one at the top. This order signifies the ever-evolving landscape of Generative AI, keeping you up-to-date with the latest developments.

This repository is designed to offer you the most recent advancements at your fingertips, allowing you to explore the depth of older resources at your own pace. It's regularly updated, ensuring you're always on track with the rapidly progressing world of Generative AI.

Contribute to Our Repository

Your contributions are welcome and greatly appreciated! If you have a valuable resource that you believe should be on this list, or if you see any outdated information, please make a Pull Request. This will help us maintain the quality and relevance of our Awesome List.

Follow this roadmap, keep learning, and enjoy your journey through Generative AI!

The Generative AI Area: history, maps, and definitions

Generative AI Processes and Artifacts

Generative AI Tools Directories

Inbox: Large Language Models

Autonomous LLM Agents

LangChain

Embeddings and Semantic Search

ChatGPT

GPT-3

BLOOM

Text-related Generative Tools

Prompt Engineering | Prompt Design | Prompt Craft

For text-to-text

For text-to-image

Inbox: Stable Diffusion

Stable Diffusion Deployed Web Tools

Web UI for Stable Diffusion via Google Colab

References Collection about Stable Diffusion

Hypertechniques

ControlNet

  • Scribble Diffusion: turn your sketch into a refined image using AI (based on ControlNet)

Textual Inversion

DreamBooth

Deforum

Creative Uses of Generative AI Tools

Courses and Educational Materials

Papers and References

AI Tools for Research

AI Tools for Searching

  • whitead/paper-qa: "LLM Chain for answering questions from documents with citations"
  • Metaphor: search engine that "understands language — in the form of prompts — so you can say what you're looking for in all the expressive and creative ways"

Papers Collections

Discussions and Philosophy

Critical Views about Generative AI

Promptism

Image Synthesis

DALL-E 2

Latent Diffusion

GLIDE

VQGAN+CLIP

Text-to-image Google Colab Notebooks (Multiple Models)

Generative Adversarial Networks (GANs)

Collections

Image Upscaling

Image Restoration

  • sczhou/codeformer: face restoration algorithm for old photos and AI-generated faces
  • TencentARC/GFPGAN: GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration

Image Segmentation

Multimodal Embedding Space

Online Tools and Applications

Datasets

  • Have I Been Trained?: tool for searching 5.8 billion images used to train popular AI art models
  • laion-aesthetic-6pls: exploring 12 million of the 2.3 billion images used to train Stable Diffusion's image generator
  • CLIP retrieval for laion5B: CLIP retrieval using Laion5B. "It works by converting the text query to a CLIP embedding , then using that embedding to query a knn index of clip image embedddings".
  • rom1504/clip-retrieval: Easily compute CLIP embeddings and build a CLIP retrieval system with them
  • LAION: Large-scale Artificial Intelligence Open Network

Inbox: Music and Audio projects

Inbox: Text-to-speech (TTS) tools

Inbox: Video AI tools

Inbox: Games and AI

Inbox: Developing + AI

People and works

Interesting Instagram Accounts, Posts and Reels

Interesting Youtube Channels

Interesting GitHub Repositories

Artists and Artworks

Galleries

Related Awesome Lists

Miscellaneous

Bio experiments

  • fMRI-to-image: tweet by danberridge "The 'presented images' were shown to a group of humans. The 'reconstructed images' were the result of an fMRI output to Stable Diffusion. In other words, Stable Diffusion literally read people's minds."

Jobs in Generative AI

Improving Google Colab experience

Auxiliary tools and concepts

Contribute

Contributions welcome! Read the contribution guidelines first.

License

CC0

To the extent possible under law, Filipe Calegario has waived all copyright and related or neighboring rights to this work.

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