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Mar 26, 2023

Generative AI Tools Directories

• BestWebbs: "one-stop destination for all AI Tools"

Hypertechniques / References Collection about Stable Diffusion

• Prompt+: extended textual conditioning in text-to-image generation [unofficial repo] (⭐13) [arxiv] [page]

Discussions and Philosophy / Critical Views about Generative AI

• "OpenAI released plugins for ChatGPT": tweet from @thealexbanks with a list of reflections about the impact of ChatGPT plugins

Inbox: Video AI tools / Text-related Generative Tools

• Gen-2 by Runway: "a multi-modal AI system that can generate novel videos with text, images, or video clips" [arxiv]

• CiaraRowles/TemporalNet · Hugging Face: a ControlNet model designed to enhance the temporal consistency of generated outputs [tweet]

• Video-P2P UI - a Hugging Face Space by video-p2p-library: video editing with cross-attention control [tweet]

• Text2Video-Zero - a Hugging Face Space by PAIR: zero-shot text-to-video synthesis diffusion framework [tweet] [arxiv]

• ModelScope - a Hugging Face Space by damo-vilab: text-to-video synthesis [page]

Mar 24, 2023

Inbox: Text and Natural Language Processing / Generative Adversarial Networks (GANs)

• [🔥🔥🔥] oobabooga/text-generation-webui (⭐4.1k): a gradio web UI for running Large Language Models like GPT-J 6B, OPT, GALACTICA, LLaMA, and Pygmalion

• Why LLaMa Is A Big Deal | Hackaday: post that discusses the impact of LLaMa and Alpaca in popularizing LLMs and even using them in small hardware devices

Mar 23, 2023

The Generative AI Area: history, maps, and definitions

• The Generative AI Timeline: post in Linkedin by David Foster

Discussions and Philosophy / Papers Collections

• The Age of AI has begun: notes by Bill Gates

Inbox: Music and Audio projects / Text-related Generative Tools

• AudioLDM: Text-to-Audio Generation with Latent Diffusion Models - Speech Research

Mar 22, 2023

Prompt Engineering | Prompt Design | Prompt Craft

• Prompt Engineering Guide | Prompt Engineering Guide: a project by DAIR.AI that intends to educate researchers and practitioners about prompt engineering

Discussions and Philosophy / Papers Collections

• GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models: OpenAI's paper that discusses the possible implications of GPTs on the U.S. labor market

Mar 21, 2023

Discussions and Philosophy / Critical Views about Generative AI

• Is a socially fair Artificial Intelligence possible? | Uma Inteligência Artificial socialmente justa é possível?: post in Portuguese by H.D. Mabuse

Mar 19, 2023

The Generative AI Area: history, maps, and definitions

• Who Owns the Generative AI Platform? | Andreessen Horowitz: this article discusses the generative AI market and presents an interesting technology stack of the area

Inbox: Text and Natural Language Processing / Generative Adversarial Networks (GANs)

• logspace-ai/langflow (⭐761): a UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows

Inbox: Text and Natural Language Processing / Embeddings and Semantic Search

• facebookresearch/faiss (⭐20k): A library for efficient similarity search and clustering of dense vectors

Inbox: Games and AI / Text-related Generative Tools

• The Generative AI Revolution in Games | Andreessen Horowitz: this article presents a list of use cases of generative AI in games

Mar 18, 2023

Inbox: Text and Natural Language Processing / Embeddings and Semantic Search

• Optimize Your Chatbot’s Conversational Intelligence Using GPT-3 | by Amogh Agastya | Better Programming: tutorial presenting semantic search concepts

Mar 11, 2023

The Generative AI Area: history, maps, and definitions

• A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT | arxiv

• A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT | arxiv

Inbox: Text and Natural Language Processing / Embeddings and Semantic Search

• BLIP+CLIP | CLIP Interrogator | Kaggle: a Kaggle notebook for image description and captioning (imate-to-text)

Mar 07, 2023

The Generative AI Area: history, maps, and definitions

• [🔥🔥] Toward General Design Principles for Generative AI Applications: this paper presents a set of seven principles for the design of generative AI applications

Inbox: Text and Natural Language Processing / Embeddings and Semantic Search

• [🔥] whitead/paper-qa (⭐1.5k): "LLM Chain for answering questions from documents with citations", demo

Image Synthesis / Promptism

• Word-As-Image for Semantic Typography: semantically transforming fonts into illustrations

Mar 05, 2023

Inbox: Text and Natural Language Processing / Generative Adversarial Networks (GANs)

• More than you've asked for: A Comprehensive Analysis of Novel Prompt Injection Threats to Application-Integrated Large Language Models: paper on LLM Security

Inbox: Text and Natural Language Processing / Text-related Generative Tools

• ChatPDF - Chat with any PDF!: upload a PDF file and make questions about it #semanticsearch

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."

Mar 04, 2023

The Generative AI Area: history, maps, and definitions

• [🔥] The landscape of generative AI landscape reports | by Ramsri Goutham | Jan, 2023 | Medium: a meta report on the reports published by 9 venture capital firms

Prompt Engineering | Prompt Design | Prompt Craft / For text-to-image

• [🔥🔥🔥] Prompt book for data lovers II - Google Slides: An open source exploration on text-to-image and data visualization

Mar 03, 2023

The Generative AI Area: history, maps, and definitions

• Generative AI with Cohere: Part 1 - Model Prompting: overview of Generative AI by Cohere AI

• Generative AI with Cohere: Part 2 - Use Case Ideation: a list of Generative AI use cases by Cohere AI

• Large Language Models and Where to Use Them: Part 1: a list of LLM use cases by Cohere AI

• Large Language Models and Where to Use Them: Part 2

• What's the big deal with Generative AI? Is it the future or the present?: summarization of the area of Generative AI by Cohere AI

Inbox: Text and Natural Language Processing / Generative Adversarial Networks (GANs)

• Cohere AI: a way to integrate state-of-the-art language models to applications

Inbox: Text and Natural Language Processing / Embeddings and Semantic Search

• What is Semantic Search?

Feb 27, 2023

The Generative AI Area: history, maps, and definitions

• Timeline of AI and language models: LLM timeline organized by Dr Alan D. Thompson from Life Architect

Feb 26, 2023

Papers and References / AI Tools for Research

• Elicit: automate research workflow for literature review

Discussions and Philosophy / Critical Views about Generative AI

• Despite Their Feats, Large Language Models Still Haven't Contributed to Linguistics | Towards Data Science

• 7 Revealing Ways AIs Fail - IEEE Spectrum

Inbox: Text and Natural Language Processing / Embeddings and Semantic Search

• Langchain for paper summarization

• Learning Center | Pinecone: Pinecone's guides to vector embeddings

• LangChain 0.0.94: Python library that helps building applications with LLMs through composability

• Getting started with LangChain — A powerful tool for working with Large Language Models | by Avra | Feb, 2023 | Medium

Inbox: Text and Natural Language Processing / Generative Adversarial Networks (GANs)

• Red-Teaming Large Language Models | Hugging Faces: strategies for testing LLMs against jailbreaks and attacks

Feb 24, 2023

The Generative AI Area: history, maps, and definitions

• A Review of Generative AI from Historical Perspectives: paper by Dipankar Dasgupta, Deepak Venugopal and Kishor Datta Gupta

Online Tools and Applications / Generative Adversarial Networks (GANs)

• Scribble Diffusion: turn your sketch into a refined image using AI

Discussions and Philosophy / Critical Views about Generative AI

• Noam Chomsky on ChatGPT: It's "Basically High-Tech Plagiarism" and "a Way of Avoiding Learning" | Open Culture

• Will ChatGPT Kill the Student Essay? | The Atlantic

Collections / Generative Adversarial Networks (GANs)

• The ultimate list of AI tools for creators | Descript: collection organized by Descript

Feb 23, 2023

Inbox: Text and Natural Language Processing / Generative Adversarial Networks (GANs)

• hwchase17/langchain (⭐15k): "building applications with LLMs through composability"

• Top Large Language Models (LLMs) in 2023 | MarkTechPost: list with large language models from diverse companies

• Godly: Instant context for GPT3

Inbox: Text and Natural Language Processing / Embeddings and Semantic Search

• jerryjliu/gpt_index: GPT Index (LlamaIndex) (⭐8.7k): a project to make it easier to use large external knowledge bases with LLMs

• Llama Hub: a repository of data loaders for LlamaIndex (GPT Index) and LangChain

• Chroma: an open-source AI-native database that makes it easy to use embeddings

Feb 19, 2023

Discussions and Philosophy / Critical Views about Generative AI

• What ChatGPT and generative AI mean for science | Nature

Inbox: Developing + AI / Text-related Generative Tools

• The Impact of AI on Developer Productivity: Evidence from GitHub Copilot | arxiv

Feb 15, 2023

Miscellaneous / Jobs in Generative AI

• Jobs and talents in AI/ML, Data Science and Big Data | ai-jobs.net

Feb 14, 2023

Related Awesome Lists / Galleries

• KangweiiLiu/Awesome_Audio-driven_Talking-Face-Generation (⭐33): A curated list of resources of audio-driven talking face generation

Feb 11, 2023

Discussions and Philosophy / Papers Collections

• Why generative AI scares artists but not content writers

Discussions and Philosophy / Critical Views about Generative AI

• ChatGPT Is a Bullshit Generator Waging Class War

Feb 08, 2023

Prompt Engineering | Prompt Design | Prompt Craft / For text-to-image

• USP AI Prompt Book: Stable Diffusion v2.1 Prompt Book

Feb 03, 2023

Generative AI Tools Directories

• Future Tools - Find The Exact AI Tool For Your Needs: list of AI tools

• Futurepedia - The Largest AI Tools Directory | Home: directory of AI tools

Discussions and Philosophy / Papers Collections

• Cultures in AI/AI in Culture: NeurIPS 2022 Workshop webpage

Discussions and Philosophy / Critical Views about Generative AI

• Some thoughts about generative AI and the future of education – Mark Carrigan

Feb 02, 2023

The Generative AI Area: history, maps, and definitions

• Matt Shumer on Twitter: "The definitive AI market map Twitter thread": "The definitive AI market map Twitter thread"

Generative AI Tools Directories

• There's An AI For That: AI database

Prompt Engineering | Prompt Design | Prompt Craft

• the Book: collection of prompts and hints of prompt engineering

Prompt Engineering | Prompt Design | Prompt Craft / For text-to-image

• daspartho/prompt-extend (⭐151): extending stable diffusion prompts with suitable style cues using text generation

Inbox: Stable Diffusion / For text-to-image

• Stable Diffusion Models: list of custom Stable Diffusion models

Image Upscaling / Generative Adversarial Networks (GANs)

• Upscale to huge sizes and add detail with SD Upscale : StableDiffusion: tutorial on Reddit

Online Tools and Applications / Generative Adversarial Networks (GANs)

• Paint by Text: Edit your photos using written instructions, with the help of an AI.

Inbox: Developing + AI / Text-related Generative Tools

• openai/openai-cookbook (⭐21k): Examples and guides for using the OpenAI API

Miscellaneous / Auxiliary tools and concepts

• chaiNNer-org/chaiNNer (⭐2k): A node-based image processing and AI upscaling GUI that makes it easy to chain together complex processing tasks

Feb 01, 2023

Discussions and Philosophy / Critical Views about Generative AI

• Educator Considerations for ChatGPT - OpenAI API

Jan 30, 2023

Inbox: Text and Natural Language Processing / Generative Adversarial Networks (GANs)

• GPTZero: "Detect AI Plagiarism. Accurately"

Inbox: Music and Audio projects / Text-related Generative Tools

• lucidrains/musiclm-pytorch (⭐1.8k): Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch

• [🔥🔥🔥] archinetai/audio-ai-timeline (⭐1.2k): A timeline of the latest AI models for audio generation, starting in 2023

Jan 28, 2023

Inbox: Music and Audio projects / Text-related Generative Tools

• MusicLM: generating music from text

Jan 26, 2023

The Generative AI Area: history, maps, and definitions

• [🔥] Base11 Research - generative-ai: report about Generative AI produced by the investment firm Base10

Inbox: Text and Natural Language Processing / Generative Adversarial Networks (GANs)

• GPT-3 Apps: GPT-3 Powered Micro Products (ex: cat namer, poet pocket, summarize)

Jan 21, 2023

Papers and References / AI Tools for Searching

• 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"

Inbox: Video AI tools / Text-related Generative Tools

• neural frames: tools for animation creation inspired on deforum

Jan 19, 2023

Inbox: Text and Natural Language Processing / Text-related Generative Tools

• Character.AI: platform for creating and talking to advanced AI Characters

Jan 18, 2023

Discussions and Philosophy / Critical Views about Generative AI

• Stable Diffusion Frivolous · Because lawsuits based on ignorance deserve a response.: a community response for the "Stable Diffusion litigation"

Inbox: Text-to-speech (TTS) tools / Text-related Generative Tools

• VALL-E: synthesize high-quality personalized speech with only a 3-second samples

Inbox: Games and AI / Text-related Generative Tools

• AI for Game Development: Creating a Farming Game in 5 Days. Part 1

Jan 17, 2023

Papers and References / AI Tools for Research

• Paper Brain: summarizer for paper parts. The user needs to copy and paste into their interface.

Discussions and Philosophy / Critical Views about Generative AI

• Stable Diffusion litigation · Joseph Saveri Law Firm & Matthew Butterick

• Generative Language Models and Automated Influence Operations: Emerging Threats and Potential Mitigations | OpenAI

• What AI-Generated Art Really Means for Human Creativity | WIRED

Image Synthesis / Generative Adversarial Networks (GANs)

• [🔥] weihaox/awesome-gan-inversion (⭐908): A collection of resources on GAN inversion

Inbox: Video AI tools / Text-related Generative Tools

• [🔥] dmarx/video-killed-the-radio-star (⭐104): Notebook and tools for end-to-end automation of music video production with generative AI

People and works / Artists and Artworks

• Ai Generated Music Video - Deltron 3030 - Virus - YouTube

Jan 16, 2023

The Generative AI Area: history, maps, and definitions

• Engines of Wow: AI Art Comes of Age – Steve Murch

Prompt Engineering | Prompt Design | Prompt Craft

• dair-ai/Prompt-Engineering-Guide (⭐14k): Guide and resources for prompt engineering

Courses and Educational Materials / Deforum

• [🔥🔥🔥] DAIR.AI: Democratizing Artificial Intelligence Research, Education, and Technologies

Papers and References / AI Tools for Research

• Explainpaper: "Upload a paper, highlight confusing text, get an explanation"

• Paper Player: A new way for busy scientists and technologists to consume open science

• TalkToPapers - namuan/dr-doc-search: Converse with book - Built with GPT-3 (⭐455): a github util where AI will do the paper reading for you instead

• hwaseem04/Research-digest (⭐1): Research paper summariser application for our hackathon

Papers and References / Papers Collections

• dair-ai/ML-Papers-Explained (⭐4k): Explanation to key concepts in ML

Discussions and Philosophy / Critical Views about Generative AI

• Abstracts written by ChatGPT fool scientists

• When Machines Change Art | Aaron Hertzmann’s blog

Image Synthesis / Promptism

• DreamFusion / Twitter: Text-to-3D using 2D Diffusion paper

Inbox: Video AI tools / Text-related Generative Tools

• [🔥🔥🔥] Phenaki – Google Research: realistic video generation from open-domain textual descriptions

People and works / Artists and Artworks

• Artificial Realities: Coral / Twitter: artwork by @refikanadol commissioned by World Economic Forum

• 35 Artists Using AI With Under 1000 Followers That You Need To Follow Today / Twitter

Miscellaneous / Auxiliary tools and concepts

• BIRME: Bulk Image Resizing Made Easy 2.0 (Online & Free)

Jan 15, 2023

Generative AI Tools Directories

• [🔥🔥🔥] AI Depot - Discover New AI Tools: collection of AI tools organized by tags and presented in a card format

Discussions and Philosophy / Critical Views about Generative AI

• The Dark Risk of Large Language Models | WIRED UK

• ChatGPT, DALL-E 2 and the collapse of the creative process

Image Synthesis / Promptism

• Muse: Text-To-Image Generation via Masked Generative Transformers

Inbox: Text-to-speech (TTS) tools / Text-related Generative Tools

• Play.ht: "AI voice generator and realistic text to speech online"

• Murf AI | AI Voice Generator: versatile text to tpeech software

• Speech Studio - Microsoft Azure: Microsoft's cloud cognitive services

Jan 13, 2023

The Generative AI Area: history, maps, and definitions

• AI exploded on the scene at the end of 2022 / Twitter: categories for analyzing tools of Generative AI

Prompt Engineering | Prompt Design | Prompt Craft / For text-to-text

• How to write an effective GPT-3 prompt | Zapier: a list of 6 GPT-3 tips for getting the desired output

Discussions and Philosophy / Critical Views about Generative AI

• Forecasting Potential Misuses of Language Models for Disinformation Campaigns—and How to Reduce Risk

• The Dark Side of AI Art: 4 Potential Issues With the Growing Trend

• Armed With ChatGPT, Cybercriminals Build Malware And Plot Fake Girl Bots

• ChatGPT And The Mass Production Of Office Work - Farsight

• The Danger Of ChatGPT Nobody Talks About | by Jacob Ferus | Dec, 2022 | Medium

• Mind Control in the Metaverse. If we’ve learned anything about… | by Louis Rosenberg | Predict | Dec, 2022 | Medium

• The Brilliance and Weirdness of ChatGPT - The New York Times

• Como o texto gerado por Inteligência Artificial está envenenando a Internet - MIT Technology Review

• O ChatGPT é o momento “Jurassic Park” da inteligência artificial - NeoFeed

• Por favor, mais racionalidade e menos frenesi em relação ao chatGPT (Parte 1 de 2) | by Cezar Taurion | Dec, 2022 | Medium

• E se estivermos usando uma IA pseudocientífica? - Diogo Cortiz

• As limitações da sensação tecnológica de 2023: o ChatGPT | IAgora? | Época NEGÓCIOS

Jan 11, 2023

Generative AI Tools Directories

• [🔥🔥🔥] Generative AI Database: a database in Notion with types, models, sectors, URLs, and APIs

Prompt Engineering | Prompt Design | Prompt Craft / For text-to-text

• The Art of ChatGPT Prompting: A Guide to Crafting Clear and Effective Prompts: e-book by Fatih Kadir Akın (@fkadev)

Inbox: Text and Natural Language Processing / ChatGPT

• [🔥] 104 Growth Hacking Swipe (ChatGPT): set of ChatGPT prompts for design, products and marketing

Jan 06, 2023

Prompt Engineering | Prompt Design | Prompt Craft / For text-to-image

• Prompt Box: "organize and save your AI prompts"

Inbox: Stable Diffusion / Stable Diffusion Deployed Web Tools

• dreamlike.art: image generator based on Stable Diffusion with fine-tuned models such as Dreamlike Photoreal 2.0. Users receive 1 credit per hour up to 50 credits

Inbox: Text and Natural Language Processing / Text-related Generative Tools

• SlidesAI: "create presentation slides with AI in minutes"

• Rationale: decision-making tool powered by the latest GPT and in-context learning

Inbox: Text-to-speech (TTS) tools / Text-related Generative Tools

• [🔥] Eleven Labs Beta: a TTS service that adds emotion to the generated voice

Related Awesome Lists / Galleries

• [🔥🔥🔥] jonathandinu/awesome-ai-art (⭐279): "A list of AI Art courses, tools, libraries, people, and places"

Jan 05, 2023

Inbox: Stable Diffusion / For text-to-image

• Stable Diffusion KLMC2 Animation.ipynb forked: fork by @DigThatData

• Stable Diffusion KLMC2 Animation.ipynb: notebook by @RiversHaveWings to generate animation based on scripted prompts using a technique called KLMC2 discretization of underdamped Langevin dynamics

Inbox: Text and Natural Language Processing / ChatGPT

• acheong08's list / Awesome ChatGPT: list of wrappers for accessing ChatGPT in platform such as Discord, Telegram, and languages such as Python, JS.

Inbox: Text and Natural Language Processing / Text-related Generative Tools

• DetangleAI: AI-generated summaries of provided legal docs

Inbox: Text-to-speech (TTS) tools / Text-related Generative Tools

• neonbjb/tortoise-tts (⭐5.2k): "A multi-voice TTS system trained with an emphasis on quality"

Dec 31, 2022

Papers and References / Papers Collections

• AI Reading List - Google Docs: reading list organized by Jack Soslow (@JackSoslow)

Dec 26, 2022

Inbox: Text and Natural Language Processing / ChatGPT

• ("Publicly announced ChatGPT variants and competitors: a thread" / Twitter: a Twitter thread by @goodside with alternatives to ChatGPT

Dec 23, 2022

The Generative AI Area: history, maps, and definitions

• [🔥🔥🔥] Mapping the Generative AI landscape | Antler

Dec 22, 2022

Prompt Engineering | Prompt Design | Prompt Craft / For text-to-image

• Midjourney artist reference - Google Sheets

Inbox: Stable Diffusion / Web UI for Stable Diffusion via Google Colab

• camenduru/stable-diffusion-webui-colab (⭐4.5k): collection of stable diffusion webui colab for different checkpoints

Image Synthesis / Promptism

• openai/point-e (⭐4.7k): OpenAI's point cloud diffusion for 3D model synthesis

Inbox: Text and Natural Language Processing / ChatGPT

• [🔥🔥🔥] Awesome ChatGPT Prompts: repo that includes curated ChatGPT prompts to obtain better results from ChatGPT

Inbox: Text and Natural Language Processing / Text-related Generative Tools

• GPT-2 Output Detector: tool that estimate is a given text is real or generated by GPT

Dec 17, 2022

Papers and References / Papers Collections

• Aman's AI Journal • Papers List: set of seminal AI/ML papers curated by Aman Chadha

Online Tools and Applications / Generative Adversarial Networks (GANs)

• AnimalAI: custom AI-generated animal portraits (profits are directed to various wildlife conservation organizations)

Dec 16, 2022

Inbox: Stable Diffusion / For text-to-image

• DETEXTIFY (⭐93): A Python library to remove unwanted pseudo-text from images generated by your favorite generative AI models (Stable Diffusion, Midjourney, DALL·E)

Image Synthesis / Promptism

• pyttitools-PYTTI.ipynb - Colaboratory

Online Tools and Applications / Generative Adversarial Networks (GANs)

• Scenario AI: AI-generated game assets

Inbox: Music and Audio projects / Text-related Generative Tools

• [🔥🔥🔥] Riffusion: an app for real-time music generation with stable diffusion

Dec 15, 2022

Inbox: Music and Audio projects / Text-related Generative Tools

• Harmonai's Dance Diffusion: Open-Source AI Audio Generation Tool For Music Producers – Weights & Biases

• Dance Diffusion: the Hugging Face Space by harmonai

• DDSP-VST: Neural Audio Synthesis for All

• Jukebox: "a neural net that generates music, including rudimentary singing, as raw audio in a variety of genres and artist styles"

• Magenta: Music and Art Generation with Machine Intelligence

• magenta/magenta (⭐18k): Magenta's official GitHub repository

• archinetai/audio-diffusion-pytorch (⭐1.2k): Audio generation using diffusion models, in PyTorch

Inbox: Video AI tools / Text-related Generative Tools

• THUDM/CogVideo (⭐2.6k): text-to-video generation

Dec 14, 2022

Prompt Engineering | Prompt Design | Prompt Craft / For text-to-image

• The Ultimate Stable Diffusion Prompt Guide by PromptHero

Inbox: Stable Diffusion / Stable Diffusion Deployed Web Tools

• AITWO.CO: a AI-powered design platform with multiple features

Inbox: Text and Natural Language Processing / Text-related Generative Tools

• HyperWrite: a personal writing assistant with suggestions and sentence completions

Dec 13, 2022

Prompt Engineering | Prompt Design | Prompt Craft / For text-to-image

• Stable Diffusion Prompt Book — Stability.Ai: prompt book for Stable Diffusion v2.0 and v2.1 released by Stability.AI

Courses and Educational Materials / Deforum

• Welcome to the 🤗 Deep Reinforcement Learning Course: a Hugging Face Course on Deep Reinforcement Learning

Dec 12, 2022

Prompt Engineering | Prompt Design | Prompt Craft / For text-to-image

• list of artists for SD v1.4 A-C / D-I / J-N / O-Z

Courses and Educational Materials / Deforum

• Crash course in AI art generation by PromptHero: paid ($99) course focused on prompt engineering

Dec 11, 2022

Inbox: Stable Diffusion / For text-to-image

• InvokeAI: Stable Diffusion Toolkit and application that runs Windows, Mac and Linux machines, and on GPU cards with as little as 4 GB or RAM

• Stability.ai REST API Documentation: service provided by Stability.ai. DreamStudio authentication required to access this REST API

Inbox: Stable Diffusion / Stable Diffusion Deployed Web Tools

• aiimagegenerator.org: free AI art generator that supports Stable Diffusion txt2img and img2img generation, drawing and inpainting

• Playground AI: frontend for Stable Diffusion with 1000 image generations per day

• Artistic.wtf: stable diffusion GUI App

Hypertechniques / DreamBooth

• AI Profile Pictures: paid service for generating profile pictures using AI

Courses and Educational Materials / Deforum

• Visual intuition for diffusion models and AI art. #stablediffusionart #aiart #aiartwork #aiartcommunity

• The Illustrated Stable Diffusion by Jay Alammar: "gentle introduction [on] how Stable Diffusion works"

• [🔥]johnowhitaker/tglcourse (⭐79): The Generative Landscape - a course on generative modelling (currently unfinished)

Discussions and Philosophy / Papers Collections

• AI Data Laundering - Waxy.org: How Academic and Nonprofit Researchers Shield Tech Companies from Accountability

• [🔥🔥🔥] (1232) The End of Art: An Argument Against Image AIs - YouTube: video essay by Steven Zapata

• [🔥🔥🔥] The End of Art: An Argument Against Image AIs (Public) - Google Docs: transcript of the video essay by Steven Zapata

Nov 25, 2022

Related Awesome Lists / Galleries

• chaosreactor/awesome-generative-ai (⭐11): An awesome list of low- and no-code generative AI resources

Nov 24, 2022

Related Awesome Lists / Galleries

• [🔥🔥🔥] steven2358/awesome-generative-ai (⭐440): A curated list of modern Generative Artificial Intelligence projects and services

Nov 23, 2022

Inbox: Stable Diffusion / For text-to-image

• [🔥🔥🔥] SD GUIDE FOR ARTISTS AND NON-ARTISTS - Google Docs: a Google Docs with in-depth tips, tricks, tutorials and more related to Stable Diffusion

Inbox: Stable Diffusion / Stable Diffusion Deployed Web Tools

• Astria: tailor-made AI image generation

Hypertechniques / Deforum

• Deforum Stable Diffusion Animation - v5 Math Functions - Demo and Test - YouTube

Image Synthesis / Promptism

• [arxiv/2211.11319] VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models

Image Synthesis / DALL-E 2

• lucidrains/DALLE2-pytorch (⭐9.2k): Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

Nov 22, 2022

Prompt Engineering | Prompt Design | Prompt Craft / For text-to-image

• CLIP Interrogator - a Hugging Face Space by pharma: image-to-text tool to figure out what a good prompt might be to create new images like an existing one

Inbox: Stable Diffusion / Stable Diffusion Deployed Web Tools

• drawanyone: generate drawings based on five input images

Nov 16, 2022

Hypertechniques / DreamBooth

• Training Stable Diffusion with Dreambooth using Diffusers: experiments to analyze the effect of different settings in Dreambooth

Nov 15, 2022

Collections / Generative Adversarial Networks (GANs)

• AI art resources | Unlimited Dream Co.: collection of AI art software, guides, inspiration, tools and other useful resources.

Inbox: Music and Audio projects / Text-related Generative Tools

• MubertAI/Mubert-Text-to-Music (⭐2.5k): a simple notebook demonstrating prompt-based music generation via Mubert API

Nov 13, 2022

Hypertechniques / DreamBooth

• fast-DreamBooth.ipynb - Colaboratory: train custom concepts from input images with this simplified DreamBooth colab

• (1166) Como Criar Artes Incríveis com o seu Próprio Rosto Usando o Dreambooth! DE FORMA FÁCIL E DE GRAÇA! - YouTube: tutorial in Portuguese on how to train DreamBooth with your own face

Discussions and Philosophy / Papers Collections

• [🔥🔥🔥] Generative AI: A Creative New World | Sequoia Capital US/Europe: report by Sequoia Capital about the possible applications of Generative AI

• Synthetic Creativity - by Cavin - Deep Markets

• Our Vision for the Future of Synthetic Media | by Victor Riparbelli | Medium

Nov 11, 2022

Inbox: Stable Diffusion / For text-to-image

• [NEWS]Canva Adds a Free and Unlimited AI Text-to-Image Generator | PetaPixel

Collections / Generative Adversarial Networks (GANs)

• AI Library: catalog of AI tools and neural networks for creators

Nov 10, 2022

Inbox: Stable Diffusion / For text-to-image

• prompthero/midjourney-v4-diffusion · Hugging Face: Stable Diffusion fine tuned on Midjourney v4 images, by PromptHero

Nov 09, 2022

Inbox: Stable Diffusion / For text-to-image

• The Illustrated Stable Diffusion: explained by Jay Alammar (Visualizing machine learning one concept at a time)

Nov 05, 2022

Inbox: Stable Diffusion / For text-to-image

• Img To Music a Hugging Face Space by fffiloni

Nov 02, 2022

Inbox: Stable Diffusion / For text-to-image

• Atlas KREA Stable Diffusion: An explorable map of KREA AI's Stable Diffusion Search Engine

Inbox: Stable Diffusion / Stable Diffusion Deployed Web Tools

• DiffusionBee: stable diffusion GUI App

Oct 24, 2022

Inbox: Stable Diffusion / For text-to-image

• TheLastBen/fast-stable-diffusion (⭐4.7k): fast-stable-diffusion, +25-50% speed increase + memory efficient + DreamBooth

Oct 23, 2022

Prompt Engineering | Prompt Design | Prompt Craft / For text-to-image

• some9000/StylePile (⭐342): A helper script for AUTOMATIC1111/stable-diffusion-webui. Basically a mix and match to quickly get different results without wasting a lot of time writing prompts.

Inbox: Stable Diffusion / Web UI for Stable Diffusion via Google Colab

• StableDiffusion_WebUI_Simplified.ipynb: versão em português do notebook para rodar a Web UI do Stable Diffusion no Google Colab de graça

Oct 18, 2022

Prompt Engineering | Prompt Design | Prompt Craft / For text-to-image

• Artists To Study | All images generated with Google Colab TPUs + CompVis/stable-diffusion-v1-4 + Huggingface Diffusers: a systematic study of artists' styles made by @camenduru

Courses and Educational Materials / Deforum

• Words are Images | BustBright - Machine Learning Art: 7-week Online class starting October 24th, 2022 by Derrick Schultz

People and works / Interesting Instagram Accounts, Posts and Reels

• science on Instagram: “Human evolution generated by AI Stable Diffusion”

Oct 13, 2022

Inbox: Stable Diffusion / For text-to-image

• NovelAI Improvements on Stable Diffusion | by NovelAI | Oct, 2022 | Medium

• ashawkey/stable-dreamfusion (⭐4.1k): A pytorch implementation of text-to-3D dreamfusion, powered by stable diffusion.

Oct 06, 2022

Hypertechniques / Deforum

• (5) Deforum notebook v0.5 for Stable Diffusion animations is out! Now with math automation, perspective flips, prompt weights, video masking and waifus! : StableDiffusion

Image Synthesis / Promptism

• CLIPasso: Semantically-Aware Object Sketching

Oct 01, 2022

Inbox: Stable Diffusion / For text-to-image

• [🔥🔥🔥] JoePenna/Dreambooth-Stable-Diffusion (⭐2.7k): Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion (tweaks focused on training faces)

• [🔥🔥🔥] DreamBooth: fine tuning text-to-image diffusion models for subject-driven generation

• [🔥] Arki's Stable Diffusion Guides

Sep 23, 2022

People and works / Artists and Artworks

• The Steampunk Circus Human Machine Collaboration - Video, Sound and Stories with AI / YouTube

Sep 22, 2022

Datasets / Generative Adversarial Networks (GANs)

• 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 (⭐1.1k): Easily compute CLIP embeddings and build a CLIP retrieval system with them

Prompt Engineering | Prompt Design | Prompt Craft / For text-to-image

• PromptDesign | Reddit: Reddit community for "the art of communicating with natural language models"

• Prompt Engineering and Zero-Shot/Few-Shot Learning [Guide] - inovex GmbH: prompt engineering for text generation

• clip-interrogator.ipynb - Colaboratory: a tool for image-to-prompt

Online Tools and Applications / Generative Adversarial Networks (GANs)

• Runway ML: AI video creation suite

• Hotpot.ai - Hotpot.ai: set of AI Tools to post-process images

Inbox: Text-to-speech (TTS) tools / Text-related Generative Tools

• Studio D-ID: create video with still images synced with text-to-speech tool [#avatar]

• Synthesia: AI Video Generation Platform [#avatar]

Sep 21, 2022

Inbox: Stable Diffusion / For text-to-image

• CHARL-E: Run Stable Diffusion on your M1 Mac

Inbox: Stable Diffusion / Stable Diffusion Deployed Web Tools

• stability-ai/stable-diffusion – Run with an API on Replicate

• Osmosis.Studio : web-based content-aware collaborative design tool for generating AI ads that sell real products

Discussions and Philosophy / Papers Collections

• Using AI to create art is NOT art! | Reddit : ArtistLounge

• Appreciating the Poetic Misunderstandings of A.I. Art | The New Yorker

Discussions and Philosophy / Promptism

• promptism | Reddit: Promptism is an art movement whose creators apply machine learning models trained with contrastive language-image pre-training (CLIP) techniques for image generation

• The Promptist Manifesto – deeplearn.art

Image Synthesis / Promptism

• Parrot Zone: a database of image synthesis references

• Image Synth Link List: a collection of links organized by the collective parrot zone

• Introduction — PyTTI-Tools

• pixray/pixray (⭐930): Pixray is an image generation system

• pixray/pixray_notebooks (⭐38): pixray demo notebooks

• dribnet/pixray-text2image – Run with an API on Replicate

• sberbank-ai/ru-dalle (⭐1.6k): Generate images from texts. In Russian.

• Pyttipanna: visual interface for Pytti by @_staus. Pytti is created by @sportsracer48

• Imagen: Google's Text-to-Image Diffusion Models

• Make-A-Scene: Meta's creative control for AI image generation

• Stable Diffusion: Stability.Ai's text-to-image model that is a breakthrough in speed and quality meaning that it can run on consumer GPUs

Image Synthesis / DALL-E 2

• DALL·E 2: OpenAI system, evolution of the DALL-E launched in Jan 2021, that can create realistic images and art from a description in natural language.

Image Synthesis / Latent Diffusion

• LatentVision_rynmurdock.ipynb - Colaboratory

• Latent_Diffusion_with_LAION_400M.ipynb - Colaboratory

Image Synthesis / GLIDE

• "GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models", Nichol et al 2021 (OpenAI's DALL-E successor: 5b-parameter diffusion models + noise-aware CLIP) : MediaSynthesis

• OpenAI paper: "GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models". Code and a smaller filtered model (300 million parameters vs 3.5 billion parameters in the paper) are available. : bigsleep

Image Synthesis / VQGAN+CLIP

• VQ-GAN | Paper Explanation - YouTube: explanation video about VQGAN with didactic visualizations

• VQGAN+CLIP — How does it work?. The synthetic imagery (“GAN Art”) scene… | by Alexa Steinbrück | Aug, 2021 | Medium

• Introduction to VQGAN+CLIP - 🟧Sourceful

• How to use VQGAN+CLIP to generate images from a text prompt —tutorial for beginners | NightCafe Creator

• VQGAN + CLIP Keyword Modifier Comparison - NightCafe Creator

• ~200 CLIP+VQGAN keywords tested on 4 subjects : bigsleep

• AI Generated Art Scene Explodes as Hackers Create Groundbreaking New Tools CLIP+VQ-GAN | VICE

• VQGAN+CLIP (with pooling): Generate images from text prompts with VQGAN and CLIP (z+quantize method)

• ~200 CLIP+VQGAN keywords on 4 subjects, by @kingdomakrillic  - Imgur

• Experimentando o VQGAN+CLIP: gerador de imagens a partir de textos - YouTube Filipe Calegario

Image Synthesis / Text-to-image Google Colab Notebooks (Multiple Models)

• VQGAN + CLIP + Gumbel

• OpenAI DVAE+CLIP

• Text2Image VQGAN

• Improved Multi Perceptor VQGAN + CLIP

• Latent Majesty Diffusion v1.3

• CLIP Guided Decision Transformer

• CLIP Guided Diffusion

• GLIDE

• PixelDirect

• CLIP Guided Diffusion Secondary Model Method

• Zoetrope

• Quick CLIP Guided Diffusion

• MSE Regulized VQGAN+CLIP

• CLIPRGB ImStack

• CLIP Guided Diffusion v4

• Simplified Google Colab Interface for the above models: series of interface simplification made by EAR+CIn Research project

Image Synthesis / Generative Adversarial Networks (GANs)

• DeCoDe Lab: CREATIVEGAN - Editing Generative Adversarial Networks for Creative Design Synthesis

Collections / Generative Adversarial Networks (GANs)

• Post Reddit - MachineLearning: List of sites/programs/projects that use OpenAI's CLIP neural network for steering image/video creation to match a text description

• Top 41 AI Art Generators: Make AI Art, Paintings & More (2021 GUIDE) — AIArtists.org

• 10 Best AI Art Generators (2022) - Unite.AI

• Get started with making AI art in 2022 – deeplearn.art

• Text-to-Image Summary – Part 1 | Softology's Blog

• [🔥🔥] Hitchhiker's Guide To The Latent Space: Community Notebook Document: great collection of interesting notebooks

• Machine learning for arts

People and works / Interesting GitHub Repositories

• dvschultz/ml-art-colabs (⭐803): collection of Google Colab Notebooks for ML Arts

• dvschultz: Derrick Schultz's GitHub

Image Upscaling / Generative Adversarial Networks (GANs)

• Model Database - Upscale Wiki: list of models for upscaling images

• Gigapixel AI: paid AI image upscaler delivering enhanced detail and resolution

Image Restoration / Generative Adversarial Networks (GANs)

• TencentARC/GFPGAN (⭐27k): GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration

Online Tools and Applications / Generative Adversarial Networks (GANs)

• ProsePainter: an interactive tool to "paint with words." It incorporates guidable text-to-image generation into a traditional digital painting interface

• ProsePainter: Image + Sketching Interface + CLIP! - YouTube

• Cocreator AI: creative computer agent (in wait list)

• Toonify yourself by Justin Pinkney: turn a human face into a cartoon

• deepart.io: a online tool for applying style transfer

• Artbreeder: web-based tool to generate images by breeding existing images

• Ostagram.ru: image style transfer plataform

• cleanup.pictures: remove objects, people, text and defects from any picture for free

• remove.bg: remove background from images

• Quick, Draw!: Can a neural network learn to recognize doodling? A game to help NL by adding users drawing

Datasets / Generative Adversarial Networks (GANs)

• LAION: Large-scale Artificial Intelligence Open Network

Inbox: Music and Audio projects / Text-related Generative Tools

• LOVO AI: AI Voiceover & Text to Speech Platform with human-like voices

• AIVA: The AI composing emotional soundtrack music

Sep 20, 2022

The Generative AI Area: history, maps, and definitions

• [🔥🔥🔥] AI Timeline: A history of text-to-image ML models by Fabian Mosele

• AI-Generated Art: From Text to Images & Beyond Examples

Inbox: Stable Diffusion / References Collection about Stable Diffusion

• 1 week of Stable Diffusion | multimodal.art

• GitHub - awesome-stable-diffusion/awesome-stable-diffusion (⭐893): Curated list of resources for the Stable Diffusion AI Model

• Stable Diffusion General Updates Posted by u/ImeniSottoITreni | Reddit: a general update on all the "most important" news/repos available

• List of Stable Diffusion systems | Reddit

• Stable Diffusion Akashic Records | Maks-s/sd-akashic (⭐1.4k): A compendium of information regarding Stable Diffusion (SD)

• Voldy Guide: detailed beginners guide for Stable Diffusion

• Dreamer's Guide to Getting Started w/ Stable Diffusion! | Reddit

• A collection of sites using Stable Diffusion (and other handy links) | Reddit

Prompt Engineering | Prompt Design | Prompt Craft / For text-to-image

• Useful Prompt Engineering tools and resources | Reddit

• When SD just doesn't understand the prompt no matter how hard I try | Reddit

• It's very interesting how some prompts have very defined output but other specific ones are not | Reddit

Inbox: Stable Diffusion / For text-to-image

• examples/stable-diffusion-finetuning at main · LambdaLabsML/examples (⭐616): Fine Tuning Stable Diffusion

• lkwq007/stablediffusion-infinity (⭐3.1k): Outpainting with Stable Diffusion on an infinite canvas

• [🔥🔥🔥] ML News Stable Diffusion Takes Over! (Open Source AI Art) by Yannic Kilcher - YouTube: video with examples, updates, and discussion about the impact of Stable Diffusion

• Diffusion Models in Vision: A Survey | DeepAI: paper about the diffusion techniques which also discuss the relation with other generative deep learning models

• ThereforeGames/txt2mask (⭐431): Automatically create masks for Stable Diffusion inpainting using natural language

• basujindal/stable-diffusion (⭐2.8k): Optimized Stable Diffusion modified to run on lower GPU VRAM

• Stable WarpFusion v0.5 (restricted to patreons): conditioning video frames with Stable Diffusion by @devdef

• nateraw/stable-diffusion-videos (⭐2.3k): Create videos with Stable Diffusion by exploring the latent space and morphing between text prompts

Inbox: Stable Diffusion / Stable Diffusion Deployed Web Tools

• getimg.ai: Generate photo-realistic images from text using Stable Diffusion

• Enstil: Fast, open, AI-generated images

• Dezgo - Text-to-Image AI generator

• Baseten: Stable Diffusion Demo

• DreamStudio: Frontend for Stable Diffusion API by Stability.ai

• Pollinations - pollinations/stable-diffusion-private

• tencentarc/gfpgan – Run with an API on Replicate

• andreasjansson/stable-diffusion-wip – Run with an API on Replicate

Inbox: Stable Diffusion / Web UI for Stable Diffusion via Google Colab

• GitHub - AUTOMATIC1111/stable-diffusion-webui: Stable Diffusion web UI (⭐49k): expanded Stable Diffusion web UI

• GitHub - sd-webui/stable-diffusion-webui (⭐6.7k): Stable Diffusion web UI

• Stable_Diffusion_WebUi_Simplified.ipynb - Colaboratory

Hypertechniques / Textual Inversion

• rinongal/textual_inversion (⭐2.1k): repo contains the official code, data and sample inversions of Textual Inversion paper

• 2208.01618 An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion: paper that describes the Textual Inversion technique

• sd-concepts-library (Stable Diffusion concepts library): Stable Diffusion Textual Inversion Concepts Library - browse through objects and styles taught by the community to Stable Diffusion and use them in your prompts!

Hypertechniques / Deforum

• Deforum Stable Diffusion: generating videos from scripted prompts

Creative Uses of Generative AI Tools / Deforum

• De-painting historical photographs | Reddit

• img2img animation with hands | Reddit

• VID 2 VID user script | Reddit

• Seamless textures AI generator for Blender by Antonio Freyre | Twitter

• "Shattered" by Ronny Khalil | Twitter: using warp fusion to generate a shattered glass effect

• Acid Dance by aiplague | Twitter

• [Fused video by @remi_molettee](https://twitter.com/remi_molettee/status/1568245586494738432)

• Animation with Dall-e + AE | Reddit: Patent drawing of an electronic device that ...

• You Describe & AI Photoshops Faces For You [StyleCLIP] - YouTube

• Experimental Films + Machine Learning Week 7 Part 1 (Aphantasia with OpenAI CLIP) - YouTube

• GitHub - Sanster/lama-cleaner (⭐8.6k): Image inpainting tool powered by SOTA AI Model

Courses and Educational Materials / Deforum

• Grokking Stable Diffusion.ipynb - Colaboratory - Part 1: notebook by @johnowhitaker exploring Stable Diffusion details

• Grokking Stable Diffusion: Textual Inversion.ipynb - Colaboratory - Part 2: sequel to Grokking Stable Diffusion by @johnowhitaker that focus on Text Inversion

• GitHub - johnowhitaker/aiaiart (⭐515): Course content and resources for the AIAIART course

• Implementation/tutorial of stable diffusion with side-by-side notes by labml.ai | Twitter

Discussions and Philosophy / Papers Collections

• Deep Else: A Critical Framework for AI Art

• How Photography Became An Art Form | Aaron Hertzmann’s blog

• Text Is the Universal Interface - Scale

• This artist is dominating AI-generated art. And he’s not happy about it. | MIT Technology Review

• The REAL fight over AI art: StableDiffusion | Reddit

• Rutkowski battling AI art overlord | Reddit

• Instead of mining cryptocoins with GPUs, are we now mining art? | Reddit

Image Synthesis / Promptism

• [🔥] S2ML Image Generator: evolution of the first VQGAN+CLIP Google Colab notebook by Katherine Crownson maintained by Justin Bennington

• [🔥] Create Variations on Images With Looking Glass 1.1 (ru-DALLE) - YouTube | Artificial Images

• [🔥] Looking Glass 1.1 (ru-DALLE): Making ruDALL-E fine tuning quick and painless. Copyright (C) 2021 Bearsharktopus Studios

• NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion (ML Research Paper Explained) - YouTube | Yannic Kilcher

• [🔥] yuval-alaluf/hyperstyle (⭐904): Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" https://arxiv.org/abs/2111.15666

• [🔥] Vadim Epstein’s Aphantasia library (⭐719): CLIP + FFT/DWT/RGB = text to image/video

Image Synthesis / Generative Adversarial Networks (GANs)

• These Bored Apes Do Not Exist: GAN to NFT Pipeline | Medium

• [🔥] dvschultz/stylegan3 (⭐86): Forked by Schultz from Stylegan3

• [🚀] StyleGAN-NADA: CLIP-Guided Domain Adaptation of Image Generators

Collections / Generative Adversarial Networks (GANs)

• [🔥] hive/notebooks at main · pollinations/hive (⭐48): collection of notebooks used by Pollinations.AI

Datasets / Generative Adversarial Networks (GANs)

• laion-aesthetic-6pls: exploring 12 million of the 2.3 billion images used to train Stable Diffusion's image generator

Inbox: Text and Natural Language Processing / Generative Adversarial Networks (GANs)

• Inside language models (from GPT-3 to PaLM) – Dr Alan D. Thompson – Life Architect

Sep 19, 2022

Datasets / Generative Adversarial Networks (GANs)

• Have I Been Trained?: tool for searching 5.8 billion images used to train popular AI art models

Sep 15, 2022

Prompt Engineering | Prompt Design | Prompt Craft / For text-to-image

• PromptHero: Search the best prompts for Stable Diffusion, DALL-E and Midjourney

• promptoMANIA: AI art community with prompt generator

• Lexica: search over 10M+ Stable Diffusion images and prompts

• succinctly/text2image-prompt-generator · Hugging Face: a GPT-2 model fine-tuned on the succinctly/midjourney-prompts dataset, which contains 250k text prompts that users issued to the Midjourney text-to-image service over a month period

• The Prompter | vicc | Substack: a newsletter about news, tips and thoughts around prompt engineering

• (19) Nikhil Agrawal 📌 on Twitter: 11 AI Images Prompt websites to level up the image quality

Sep 12, 2022

Prompt Engineering | Prompt Design | Prompt Craft / For text-to-image

• Phraser: a tool that support prompt creation

• PromptBase | Prompt Marketplace: PromptBase is a marketplace for DALL·E, Midjourney & GPT-3 prompts, where people can sell prompts and make money from their prompt crafting skills.

• Professional AI whisperers have launched a marketplace for DALL-E prompts - The Verge

• Visual Prompt Builder: simple deck of illustrated card to combine modifiers for prompt building

• Prompt Engineering Template - Google Sheets: spreadsheet with lists of modifiers for prompt building and a lot of interesting links for reference

• Prompt Engineering: From Words to Art - Saxifrage Blog

• DALL·Ery GALL·Ery Resources: DALL·E 2 and AI art prompt resources & tools to inspire beautiful images

• [2204.13988] A Taxonomy of Prompt Modifiers for Text-To-Image Generation

• List of Aesthetics | Aesthetics Wiki | Fandom

• Artist Directory (Volcano Comparison) | AI Art Creation Wiki | Fandom

• The DALL·E 2 Prompt Book – DALL·Ery GALL·Ery

• DALL·Ery GALL·Ery: A guide to OpenAI's DALL·E – prompts, projects, examples, and tips

• (2) MASSIVE 💥 DALL-E 2 ANIME ⚡︎ KEYWORDS + MODIFIERS LIST ★ : haaaaven: image prompt modifier collection by haaaaven

• DrawBench: a list of prompts the Google Imagen is organizing as a benchmark

• CLIP Prompt Engineering for Generative Art - matthewmcateer.me: list of styles tested with Quick CLIP Guided Diffusion

• Adobe should make a boring app for prompt engineers (Interconnected)

• [2206.00169] Discovering the Hidden Vocabulary of DALLE-2

Sep 06, 2022

Image Synthesis / Promptism

• [🔥🔥🔥] Ai generative art tools: a massive list of shared Google Colab notebooks and tools organized by @pharampsychotic

Image Synthesis / DALL-E 2

• DALL-E 2’s Failures Are the Most Interesting Thing About It - IEEE Spectrum: paper by Eliza Strickland

People and works / Artists and Artworks

• Computer Vision Art Gallery : CVPR 2021: artworks dealing with computer vision technologies

Related Awesome Lists / Galleries

• [🔥] altryne/awesome-ai-art-image-synthesis (⭐1.2k): 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.

Aug 31, 2022

Online Tools and Applications / Generative Adversarial Networks (GANs)

• starryai: AI Art Generator App - AI Art Maker

Aug 28, 2022

Image Synthesis / Promptism

• apple/ml-no-token-left-behind (⭐129): PyTorch Implementation of No Token Left Behind: Explainability-Aided Image Classification and Generation

Image Synthesis / Generative Adversarial Networks (GANs)

• yuval-alaluf/stylegan3-editing (⭐554): Official Implementation of "Third Time's the Charm? Image and Video Editing with StyleGAN3" https://arxiv.org/abs/2201.13433

• autonomousvision/projected_gan (⭐817): [NeurIPS'21] Projected GANs Converge Faster

Aug 18, 2022

Related Awesome Lists / Galleries

• [🔥] amrzv/awesome-colab-notebooks (⭐717): Collection of google colaboratory notebooks for fast and easy experiments

Aug 06, 2022

Inbox: Video AI tools / Text-related Generative Tools

• baowenbo/DAIN (⭐7.8k): Depth-Aware Video Frame Interpolation (CVPR 2019)

• Dain-App 1.0 [Nvidia Only] by GRisk: Depth-Aware Video Frame Interpolation (CVPR 2019)

Aug 01, 2022

Inbox: Text and Natural Language Processing / Text-related Generative Tools

• Lucid Lyrics - AI Assisted Art: AI-Assisted Lyrical Interpretations by Walter Arnold

Jul 13, 2022

Inbox: Text and Natural Language Processing / BLOOM

• bigscience/bloom · Hugging Face: getting started with BLOOM

• BLOOM: open-source 176-billion-parameter model aims to democratize large-language models

Apr 16, 2022

Inbox: Text and Natural Language Processing / GPT-3

• Top 10 GPT-3 Powered Applications to Know in 2022

Apr 07, 2022

Papers and References / Papers Collections

• Casual GAN Papers Reading Club: Community knowledge base for Casual GAN Papers

Apr 05, 2022

Inbox: Text and Natural Language Processing / Generative Adversarial Networks (GANs)

• Google AI Blog: Pathways Language Model (PaLM): Scaling to 540 Billion Parameters for Breakthrough Performance

Mar 09, 2022

Inbox: Text and Natural Language Processing / Text-related Generative Tools

• Riku.AI | The vault for your A.I. creations

• First look - Riku.ai - inference platform Mar/2022 - J1, GPT-3, Fairseq-13B, GPT-NeoX-20B, Cohere-XL - YouTube

Mar 03, 2022

Inbox: Music and Audio projects / Text-related Generative Tools

• AI Image to sound [Melobytes.com]

Jan 27, 2022

Image Synthesis / Promptism

• disco-diffusion/Local_Disco_Diffusion_v4_1.ipynb at main · Midgraph/disco-diffusion

Jan 18, 2022

Papers and References / Papers Collections

• [PDF] Music2Video: Automatic Generation of Music Video with fusion of audio and text | Semantic Scholar

• [PDF] Active Divergence with Generative Deep Learning - A Survey and Taxonomy | Semantic Scholar

• [PDF] Automating Generative Deep Learning for Artistic Purposes: Challenges and Opportunities | Semantic Scholar

Jan 14, 2022

Image Synthesis / Promptism

• Audio to keyframe string: this tool is used to generate strings for the keyframes of AI animation notebooks, such as this VQGAN+CLIP Animations notebook, using the volume of audio tracks.

Jan 06, 2022

People and works / Artists and Artworks

• [🔥] Creep - YouTube by Glenn Marshall Neural Art: how did they translated the images using VQGAN+CLIP? How did they seamlessly wander on the latent space?

• Confluence: a generative art project by Devi Parikh on BrainDrops.

Jan 03, 2022

Image Synthesis / Generative Adversarial Networks (GANs)

• ouhenio/StyleGAN3-CLIP-notebooks (⭐179): A collection of Jupyter notebooks to play with NVIDIA's StyleGAN3 and OpenAI's CLIP for a text-based guided image generation.

• k-l-lambda/stylegan-web (⭐152): A web porting for NVlabs' StyleGAN.

Collections / Generative Adversarial Networks (GANs)

• [🔥🔥] Pollinations.AI: a frontend hosting a set of curated notebooks that allow creating and experimenting with generative art. Their objective is to facilitate the creation and translation of multiple forms of human expressions.

Inbox: Text and Natural Language Processing / GPT-3

• GPT-3 playground

• Fine-tuning GPT-3: how to customize a model for OpenAI's GPT-3

Inbox: Text and Natural Language Processing / Text-related Generative Tools

• Authors A.I.: AI-powered text analysis

• Rytr: Rytr is an AI writing assistant that helps creating content

• Charisma: Charisma is a platform for creating interactive stories with believable virtual characters

Dec 10, 2021

Image Synthesis / Promptism

• mikaelalafriz/lucid-sonic-dreams (⭐743): syncs GAN-generated visuals to music

Inbox: Text and Natural Language Processing / Generative Adversarial Networks (GANs)

• DeepMind says its new language model can beat others 25 times its size | MIT Technology Review

Miscellaneous / Improving Google Colab experience

• Jupyter Widgets official documentation

Miscellaneous / Auxiliary tools and concepts

• The Art of PNG Glitch

• HashLips/hashlips_art_engine (⭐6.8k): tool used to create multiple different instances of artworks based on provided layers

Dec 02, 2021

Papers and References / Papers Collections

• VQGAN+CLIP — How does it work?. The synthetic imagery (“GAN Art”) scene… | by Alexa Steinbrück | Medium

• The Methods Corpus | Papers With Code

• https://ieeexplore.ieee.org/abstract/document/9043519: A State-of-the-Art Review on Image Synthesis With Generative Adversarial Networks

• Utilizando redes adversárias generativas (GANs) como agente de apoio à inspiração para artistas: Trabalho de Graduação de Cláudio Carvalho no Centro de Informática - UFPE

• GAN Lab: Play with Generative Adversarial Networks in Your Browser!

Miscellaneous / Improving Google Colab experience

• 7 ways to load external data into Google Colab | by B. Chen | Towards Data Science

• 10 tricks for a better Google Colab experience | by Cyprien NIELLY | Towards Data Science

• Quickly share ML WebApps from Google Colab using ngrok for Free | by AbdulMajedRaja RS | Towards Data Science

• Jupyter Widgets for Interactivity in Google Colab: notebook with examples of using Jupyter Widgets in Colab, allowing interactive inputs

Dec 01, 2021

Papers and References / Papers Collections

• Casual GAN Papers: Easy to read summaries of popular AI papers

• The Illustrated VQGAN: illustrated explanation on how VQGAN works

• CLIP: Connecting Text and Images: OpenAI's explanation on how CLIP works

Nov 17, 2021

Creative Uses of Generative AI Tools / Deforum

• AgaMiko/pixel_character_generator (⭐96): Generating retro pixel game characters with Generative Adversarial Networks. Dataset "TinyHero" included.

Image Synthesis / Promptism

• Greg Surma - Portfolio

• GitHub Repositories of Hugging Face

Image Synthesis / Generative Adversarial Networks (GANs)

• aakashjhawar/AvatarGAN (⭐52): Generate Cartoon Images using Generative Adversarial Network

Related Awesome Lists / Galleries

• toxtli/awesome-machine-learning-jupyter-notebooks-for-colab (⭐253): A curated list of Machine Learning and Deep Learning tutorials in Jupyter Notebook format ready to run in Google Colaboratory

Nov 16, 2021

People and works / Interesting Instagram Accounts, Posts and Reels

• Lucid Sonic Dreams (@lucidsonicdreams)

Nov 01, 2021

People and works / Interesting Instagram Accounts, Posts and Reels

• Deep Music Visualizer

Oct 15, 2021

Image Synthesis / Promptism

• crowsonkb (Katherine Crowson): who wrote the tutorial of VQGAN+CLIP

Oct 14, 2021

Image Synthesis / Generative Adversarial Networks (GANs)

• Alias-Free Generative Adversarial Networks (StyleGAN3): NVidia official StyleGAN3 release page

Oct 09, 2021

Image Synthesis / Generative Adversarial Networks (GANs)

• GANshare | Towards Data Science: Creating and Curating Art with AI

Oct 08, 2021

People and works / Artists and Artworks

• https://www.instagram.com/refikanadol/

Sep 23, 2021

Image Synthesis / Promptism

• CoG 21: Adversarial Reinforcement Learning for Procedural Content Generation

Sep 18, 2021

Image Synthesis / Generative Adversarial Networks (GANs)

• Real GANs in AI | Hacker Noon: deep dive into what the generative models are, the recent developments in the field, and the usage of GANs in business

Sep 09, 2021

Inbox: Text and Natural Language Processing / Generative Adversarial Networks (GANs)

• Integrated AI: How to talk to AI for free using nine platforms (Megatron, GPT-3, GPT-J, Wudao, J1..) - YouTube by Dr Alan D. Thompson. The following references came from this video description

• Emerson on iOS

• Jurassic-1

• EleutherAI | GPT-J-6B

• AIx

• Wudao

• Emerson on Telegram

Inbox: Text and Natural Language Processing / Text-related Generative Tools

• InferKit

• CopyHat

Sep 07, 2021

Image Synthesis / Promptism

• neural-dream Alternatives and Similar Photos & Graphics Apps | AlternativeTo

Sep 05, 2021

Image Upscaling / Generative Adversarial Networks (GANs)

• Image Super-Resolution

Aug 27, 2021

Image Synthesis / Promptism

• Smooth Transitioning Between Position / Rotation / Zoom and Text Inputs by Keyframing Parameters: A Proof of Concept [15,000 Frames] : deepdream

Aug 18, 2021

Image Synthesis / Promptism

• DALL-E mini: DALL·E mini is an AI model that generates images from any prompt you give!

• DALL-E mini GitHub (⭐14k)

• DALL-E mini Project Report

• CLIPIT PixelDraw - Colaboratory

• CLIP Guided Diffusion HQ 512x512.ipynb - Colaboratory

Aug 10, 2021

Image Synthesis / Generative Adversarial Networks (GANs)

• SofGAN: A GAN Face Generator That Offers Greater Control - Unite.AI

Aug 05, 2021

Inbox: Text and Natural Language Processing / Text-related Generative Tools

• DeepStory: A tale of co-creation between man & machine

Jul 22, 2021

People and works / Artists and Artworks

• Alien Dreams: An Emerging Art Scene - [email protected] Blog

Jul 19, 2021

Image Synthesis / Promptism

• DALL·E: Creating Images from Text

Image Synthesis / Generative Adversarial Networks (GANs)

• Latent Space Exploration with StyleGAN2

• Let's Talk Energy Usage of Generative Machine Learning

• StyleGAN: Use machine learning to generate and customize realistic images | by Jamshed Khan | Heartbeat

• Audio-reactive Latent Interpolations with StyleGAN

People and works / Interesting Youtube Channels

• Artificial Images: Demos and explanations to make art using machine learning

• Glenn Marshall Neural Art

• How to Generate Art - Intro to Deep Learning #8

People and works / Artists and Artworks

• Learning to See – Memo Akten | Mehmet Selim Akten | The Mega Super Awesome Visuals Company

• Neural Zoo | Sofia Crespo

• KRЯRL DЯAWINGS: Runway ML -- 3rd "Model" (based on long poses)

• Frea Buckler ~ Artist: obras usadas para criar essa rede (19) derrick has started yet another project on Twitter: "Just sent @buntworthy a demo StyleGAN model I trained / Twitter

• (Non-)Human

• Authentic Digital Art - Unknown Departure | SuperRare

• A Selection of Machine Learning Art Inspiration

• Top 25 AI Artists of 2021 (Photos, Profiles & History of AI Art)- AIArtists.org: AIArtists.org showcases leading artists using Artificial Intelligence, tools to make AI Art, and a timeline of AI Art History.

• Helena Sarin – Artist Profile (Photos, Videos, Exhibitions) — AIArtists.org

• Images Generated By AI Machines (@images_ai) / Twitter

People and works / Galleries

• AICAN

• Ganvas Studio - Neural Network Paintings

• Syn Feather Sweater / STRELITZIA – HATRA E STORE

Related Awesome Lists / Galleries

• margaretmz/awesome-ai-art-design (⭐22): An awesome list: AI for art and design.

• justinpinkney/awesome-pretrained-stylegan2 (⭐1.2k): A collection of pre-trained StyleGAN 2 models to download