Generative Deep Art

> A curated list of Generative AI projects, tools, artworks, and models
- Generative AI Area
- Generative AI history, timelines, maps, and definitions
- Ethics, Philosophical questions and Discussions about Generative AI
- Critical Views about Generative AI
- Generative AI Processes and Artifacts
- Generative AI Tools Directories
- Courses and Educational Materials
- Human-AI Interaction
- Papers Collection
- Online Tools and Applications
- Code and Programming
- Vibe Coding
- AI-Powered Code Generation
- Text
- Everything to Markdown to LLMs
- Small Language Models
- Large Language Models (LLMs)
- Model Context Protocol
- Programming Frameworks for LLMs
- Prompt Engineering
- Prompt Optimizers
- Prompt Engineering for Text-to-text
- Prompt Engineering for Text-to-image
- Mamba
- Running LLMs Locally
- Function Calling
- GPTs and Assistant API
- Retrieval-Augmented Generation (RAG)
- Embeddings and Semantic Search
- Autonomous LLM Agents
- Multi-agents
- LLM Evaluation
- LLMOps
- AI Engineering
- Attacks on LLMs
- LangChain
- ChatGPT
- Text-related Generative Tools
- Research AI Tools
- AI Tools for Research
- AI Tools for Searching
- Image
- Image Synthesis
- Inbox: Stable Diffusion
- Stable Diffusion Deployed Web Tools
- Web UI for Stable Diffusion via Google Colab
- References Collection about Stable Diffusion
- Hypertechniques
- ControlNet
- Textual Inversion
- DreamBooth
- Deforum
- Creative Uses of Generative AI Image Synthesis Tools
- Image Upscaling
- Image Restoration
- Image Segmentation
- Video and Animation
- Audio and Music
- Speech
- Text-to-speech (TTS) and avatars
- Podcast generators
- Speech-to-text (STT) and spoken content analysis
- Games
- Multimodal
- Multimodal Embedding Space
- Datasets
- Misc
- AI and Education
- People and works
- Interesting Twitter Accounts
- Interesting Instagram Accounts, Posts and Reels
- Interesting Youtube Channels
- Interesting GitHub Repositories
- Artists and Artworks
- Galleries
- Related Awesome Lists
- Bio experiments
- Jobs in Generative AI
- Improving Google Colab experience
- Auxiliary tools and concepts
- Dimension reduction techniques
- Roadmaps, Tracks, Rails
- Stargazers over time
- Contribute
- License
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!
Generative AI Area
Generative AI history, timelines, maps, and definitions
* AI Timeline
* Agents Marketplace
* [🔥] 2024 AI Timeline: a Hugging Face Space by reach-vb
* Cartography of generative AI: "What set of extractions, agencies, and resources allow us to converse online with a text-generating tool or to obtain images in a matter of seconds?"
* The Rise of Generative AI Large Language Models (LLMs): interactive timeline visualization made by Information Is Beautiful
* The AI Timeline (@TheAITimeline) / X
* Generative AI for Beginners: Part 1 — Introduction to AI | by Raja Gupta | Medium
* [Artificial Intelligence Learning Roadmap [AI Roadmap] 2024](https://www.mltut.com/artificial-intelligence-learning-roadmap/)
* A Brief History of Generative AI - DATAVERSITY
* A Simple Guide To The History Of Generative AI | Bernard Marr
* Generative AI Timeline from January 2023 to July 2023
* The rise of generative AI: A timeline of triumphs, hiccups and hype | CIO Dive
* Brief History In Time: Decoding the Evolution of Generative AI | LinkedIn
* [🔥🔥🔥] FirstMark | 2024 MAD (ML/AI/Data) Landscape: Full Steam Ahead The 2024 MAD (Machine Learning, AI & Data) Landscape