A curated list of Generative Deep Art projects, tools, artworks, and models
- Generative Deep Art
- Prompt Engineering | Prompt Design | Prompt Craft
- DreamBooth
- Deforum
- Stable Diffusion Inbox
- Textual Inversion
- Creative Uses of Text-to-Image Tools
- Courses and Educational Materials
- Exploring Images Databases
- History
- Discussions and Philosophy
- Image Synthesis
- Image Upscaling
- Image Restoration
- Online Tools and Applications
- Inbox
- Text-to-video
- Inbox: Music-related projects
- Inbox: Text and Natural Language Processing
- Papers and references for reading and understanding
- Interesting Instagram Accounts, Posts and Reels
- Interesting Youtube Channels
- Interesting GitHub Repositories
- Artists and Artworks
- Galleries
- Selected examples of This X Does Not Exist
- Pre-trained Models
- Neural Net Models
- Latent Space Explorarion
- Other Related Awesome Lists
- Notes, ideas for projects
- Improving Google Colab experience
- Troubleshooting
- Inbox for Related References
- Tools for Batch Image Processing
- Contribute
- License
- Midjourney artist reference - Google Sheets
- Stable Diffusion Prompt Book — Stability.Ai: prompt book for Stable Diffusion v2.0 and v2.1 released by Stability.AI
- The Ultimate Stable Diffusion Prompt Guide by PromptHero
- 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
- [🔥🔥🔥] Prompt book for data lovers II ❤️ - Google Slides: An open source exploration on text-to-image and data visualization
- some9000/StylePile: 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.
- 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
- 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
- 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
- Useful Prompt Engineering tools and resources | Reddit
- 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
- list of artists for SD v1.4 A-C / D-I / J-N / O-Z
- 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
- 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
- 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
- AI Profile Pictures: paid service for generating profile pictures using AI
- Training Stable Diffusion with Dreambooth using Diffusers: experiments to analyze the effect of different settings in 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
- Deforum Stable Diffusion Animation - v5 Math Functions - Demo and Test - YouTube
- Deforum Stable Diffusion: generating videos from scripted prompts
- DETEXTIFY: A Python library to remove unwanted pseudo-text from images generated by your favorite generative AI models (Stable Diffusion, Midjourney, DALL·E)
- 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
- [🔥🔥🔥] SD GUIDE FOR ARTISTS AND NON-ARTISTS - Google Docs: a Google Docs with in-depth tips, tricks, tutorials and more related to Stable Diffusion
- [NEWS]Canva Adds a Free and Unlimited AI Text-to-Image Generator | PetaPixel
- prompthero/midjourney-v4-diffusion · Hugging Face: Stable Diffusion fine tuned on Midjourney v4 images, by PromptHero
- The Illustrated Stable Diffusion: explained by Jay Alammar (Visualizing machine learning one concept at a time)
- Img To Music a Hugging Face Space by fffiloni
- Atlas KREA Stable Diffusion: An explorable map of KREA AI's Stable Diffusion Search Engine
- TheLastBen/fast-stable-diffusion: fast-stable-diffusion, +25-50% speed increase + memory efficient + DreamBooth
- NovelAI Improvements on Stable Diffusion | by NovelAI | Oct, 2022 | Medium
- ashawkey/stable-dreamfusion: A pytorch implementation of text-to-3D dreamfusion, powered by stable diffusion.
- [🔥🔥🔥] JoePenna/Dreambooth-Stable-Diffusion: 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
- examples/stable-diffusion-finetuning at main · LambdaLabsML/examples: Fine Tuning Stable Diffusion
- lkwq007/stablediffusion-infinity: 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: Automatically create masks for Stable Diffusion inpainting using natural language
- basujindal/stable-diffusion: 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: Create videos with Stable Diffusion by exploring the latent space and morphing between text prompts
- AITWO.CO: a AI-powered design platform with multiple features
- 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
- Astria: tailor-made AI image generation
- drawanyone: generate drawings based on five input images
- DiffusionBee: stable diffusion GUI App
- 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
- 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
- Artistic.wtf: stable diffusion GUI App
- camenduru/stable-diffusion-webui-colab: collection of stable diffusion webui colab for different checkpoints
- StableDiffusion_WebUI_Simplified.ipynb: versão em português do notebook para rodar a Web UI do Stable Diffusion no Google Colab de graça
- GitHub - AUTOMATIC1111/stable-diffusion-webui: Stable Diffusion web UI: expanded Stable Diffusion web UI
- GitHub - sd-webui/stable-diffusion-webui: Stable Diffusion web UI
- Stable_Diffusion_WebUi_Simplified.ipynb - Colaboratory
- GitHub - awesome-stable-diffusion/awesome-stable-diffusion: 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: A compendium of information regarding Stable Diffusion (SD)
- 1 week of Stable Diffusion | multimodal.art
- 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
- rinongal/textual_inversion: 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!
- 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: Image inpainting tool powered by SOTA AI Model
- Welcome to the 🤗 Deep Reinforcement Learning Course: a Hugging Face Course on Deep Reinforcement Learning
- Crash course in AI art generation by PromptHero: paid ($99) course focused on prompt engineering
- 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: The Generative Landscape - a course on generative modelling (currently unfinished)
- Words are Images | BustBright - Machine Learning Art: 7-week Online class starting October 24th, 2022 by Derrick Schultz
- 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: Course content and resources for the AIAIART course
- Implementation/tutorial of stable diffusion with side-by-side notes by labml.ai | Twitter
- 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
- [🔥🔥🔥] Mapping the Generative AI landscape | Antler
- [🔥🔥🔥] AI Timeline: A history of text-to-image ML models by Fabian Mosele
- AI-Generated Art: From Text to Images & Beyond Examples
- 1 week of Stable Diffusion | multimodal.art
- 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
- [🔥🔥🔥] 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
- 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
- Using AI to create art is NOT art! | Reddit : ArtistLounge
- Appreciating the Poetic Misunderstandings of A.I. Art | The New Yorker
- 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
- openai/point-e: OpenAI's point cloud diffusion for 3D model synthesis
- [arxiv/2211.11319] VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models
- CHARL-E: Run Stable Diffusion on your M1 Mac
- Parrot Zone: a database of image synthesis references
- Image Synth Link List: a collection of links organized by the collective parrot zone
- [🔥] altryne/awesome-ai-art-image-synthesis: 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.
- [🔥🔥🔥] Ai generative art tools: a massive list of shared Google Colab notebooks and tools organized by @pharampsychotic
- Introduction — PyTTI-Tools
- pyttitools-PYTTI.ipynb - Colaboratory
- pixray/pixray: Pixray is an image generation system
- pixray/pixray_notebooks: pixray demo notebooks
- dribnet/pixray-text2image – Run with an API on Replicate
- sberbank-ai/ru-dalle: Generate images from texts. In Russian.
- Pyttipanna: visual interface for Pytti by @_staus. Pytti is created by @sportsracer48
- AI art resources | Unlimited Dream Co.: collection of AI art software, guides, inspiration, tools and other useful resources.
- AI Library: catalog of AI tools and neural networks for creators
- 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
- [🔥] dvschultz/ml-art-colabs: A list of Machine Learning Art Colabs
- lucidrains/DALLE2-pytorch: Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
- DALL-E 2’s Failures Are the Most Interesting Thing About It - IEEE Spectrum: paper by Eliza Strickland
- "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
- 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
- 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
- Model Database - Upscale Wiki: list of models for upscaling images
- Gigapixel AI: paid AI image upscaler delivering enhanced detail and resolution
- TencentARC/GFPGAN: GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration
- AnimalAI: custom AI-generated animal portraits (profits are directed to various wildlife conservation organizations)
- Synthesia: AI Video Generation Platform [#avatar]
- Studio D-ID: create video with still images synced with text-to-speech tool [#avatar]
- starryai: AI Art Generator App - AI Art Maker
- 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)
- Runway ML: AI video creation suite
- Hotpot.ai - Hotpot.ai: set of AI Tools to post-process images
- 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
- Scenario AI: AI-generated game assets
- Imagen: Google's Text-to-Image Diffusion Models
- Make-A-Scene: Meta's creative control for AI image generation
- 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.
- 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
- LAION: Large-scale Artificial Intelligence Open Network
- chaosreactor/awesome-generative-ai: An awesome list of low- and no-code generative AI resources
- steven2358/awesome-generative-ai: A curated list of modern Generative Artificial Intelligence projects and services
- (5) Deforum notebook v0.5 for Stable Diffusion animations is out! Now with math automation, perspective flips, prompt weights, video masking and waifus! : StableDiffusion
- CLIPasso: Semantically-Aware Object Sketching
- (9) AK on Twitter: "DreamFusion: Text-to-3D using 2D Diffusion paper: https://t.co/euVCkNPzB0 abs: https://t.co/FO7nqjLrQA project page: https://t.co/BTvt1WQqIi DeepDream on a pretrained 2D diffusion model enables text-to-3D synthesis https://t.co/20zIElXJDN" / Twitter
- DeCoDe Lab: CREATIVEGAN - Editing Generative Adversarial Networks for Creative Design Synthesis
- yuval-alaluf/stylegan3-editing: Official Implementation of "Third Time's the Charm? Image and Video Editing with StyleGAN3" https://arxiv.org/abs/2201.13433
- autonomousvision/projected_gan: [NeurIPS'21] Projected GANs Converge Faster
- These Bored Apes Do Not Exist: GAN to NFT Pipeline | Medium
- apple/ml-no-token-left-behind: PyTorch Implementation of No Token Left Behind: Explainability-Aided Image Classification and Generation
- amrzv/awesome-colab-notebooks: Collection of google colaboratory notebooks for fast and easy experiments
- baowenbo/DAIN: Depth-Aware Video Frame Interpolation (CVPR 2019)
- Dain-App 1.0 [Nvidia Only] by GRisk: Depth-Aware Video Frame Interpolation (CVPR 2019)
- Lucid Lyrics - AI Assisted Art: AI-Assisted Lyrical Interpretations by Walter Arnold
- disco-diffusion/Local_Disco_Diffusion_v4_1.ipynb at main · Midgraph/disco-diffusion
- 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.
- [🔥🔥] 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.
- [🔥] hive/notebooks at main · pollinations/hive: collection of notebooks used by Pollinations.AI
- ouhenio/StyleGAN3-CLIP-notebooks: 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: A web porting for NVlabs' StyleGAN.
- [🔥🚀] 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: Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" https://arxiv.org/abs/2111.15666
- [🔥] Vadim Epstein’s Aphantasia library: CLIP + FFT/DWT/RGB = text to image/video
- mikaelalafriz/lucid-sonic-dreams: syncs GAN-generated visuals to music
- aakashjhawar/AvatarGAN: Generate Cartoon Images using Generative Adversarial Network
- Greg Surma - Portfolio
- crowsonkb (Katherine Crowson): who wrote the tutorial of VQGAN+CLIP
- [🔥] dvschultz/stylegan3: Forked by Schultz from Stylegan3
- Alias-Free Generative Adversarial Networks (StyleGAN3): NVidia official StyleGAN3 release page
- [🚀] StyleGAN-NADA: CLIP-Guided Domain Adaptation of Image Generators
- 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
- DALL·E: Creating Images from Text
- Alien Dreams: An Emerging Art Scene - ML@B Blog
- DeepStory: A tale of co-creation between man & machine
- SofGAN: A GAN Face Generator That Offers Greater Control - Unite.AI
- DALL-E mini: DALL·E mini is an AI model that generates images from any prompt you give!
- DALL-E mini GitHub
- DALL-E mini Project Report
- CLIPIT PixelDraw - Colaboratory
- CLIP Guided Diffusion HQ 512x512.ipynb - Colaboratory
- Smooth Transitioning Between Position / Rotation / Zoom and Text Inputs by Keyframing Parameters: A Proof of Concept [15,000 Frames] : deepdream
- justinpinkney/awesome-pretrained-stylegan2: A collection of pre-trained StyleGAN 2 models to download
- Image Super-Resolution
- neural-dream Alternatives and Similar Photos & Graphics Apps | AlternativeTo
- 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
- CoG 21: Adversarial Reinforcement Learning for Procedural Content Generation
- GANshare | Towards Data Science: Creating and Curating Art with AI
- GitHub Repositories of Hugging Face
- AgaMiko/pixel_character_generator: Generating retro pixel game characters with Generative Adversarial Networks. Dataset "TinyHero" included.
- THUDM/CogVideo: Text-to-video generation
- [🔥🔥🔥] Riffusion: an app for real-time music generation with stable diffusion
- Harmonai's Dance Diffusion: Open-Source AI Audio Generation Tool For Music Producers – Weights & Biases
- Dance Diffusion: the Hugging Face Space by harmonai
- MubertAI/Mubert-Text-to-Music: a simple notebook demonstrating prompt-based music generation via Mubert API
- DDSP-VST: Neural Audio Synthesis for All
- LOVO AI: AI Voiceover & Text to Speech Platform with human-like voices
- AIVA: The AI composing emotional soundtrack music
- 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: Magenta's official GitHub repository
- AI Image to sound [Melobytes.com]
- archinetai/audio-diffusion-pytorch: Audio generation using diffusion models, in PyTorch
- ("Publicly announced ChatGPT variants and competitors: a thread" / Twitter: a Twitter thread by @goodside with alternatives to ChatGPT
- Awesome ChatGPT Prompts: a repo that includes curated ChatGPT prompts
- GPT-2 Output Detector: tool that estimate is a given text is real or generated by GPT
- HyperWrite: a personal writing assistant with suggestions and sentence completions
- Inside language models (from GPT-3 to PaLM) – Dr Alan D. Thompson – Life Architect
- bigscience/bloom · Hugging Face: getting started with BLOOM
- BLOOM: open-source 176-billion-parameter model aims to democratize large-language models
- Top 10 GPT-3 Powered Applications to Know in 2022
- Google AI Blog: Pathways Language Model (PaLM): Scaling to 540 Billion Parameters for Breakthrough Performance
- 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
- Rytr: Rytr is an AI writing assistant that helps creating content
- Charisma: Charisma is a platform for creating interactive stories with believable virtual characters
- Authors A.I.: AI-powered text analysis
- DeepMind says its new language model can beat others 25 times its size | MIT Technology Review
- 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
- InferKit
- CopyHat
- Emerson on iOS
- Jurassic-1
- EleutherAI | GPT-J-6B
- AIx
- Wudao
- Emerson on Telegram
- GPT-3 playground
- Fine-tuning GPT-3: how to customize a model for OpenAI's GPT-3
- Aman's AI Journal • Papers List: set of seminal AI/ML papers curated by Aman Chadha
- Casual GAN Papers Reading Club: Community knowledge base for Casual GAN Papers
- 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
- 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!
- [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
- science on Instagram: “Human evolution generated by AI Stable Diffusion”
- Deep Music Visualizer
- Lucid Sonic Dreams (@lucidsonicdreams)
- Artificial Images: Demos and explanations to make art using machine learning
- Glenn Marshall Neural Art
- How to Generate Art - Intro to Deep Learning #8
- dvschultz: Derrick Schultz's GitHub
- dvschultz/ml-art-colabs: collection of Google Colab Notebooks for ML Arts
- [🔥] 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?
- (19) INFINITEYAY✨ on Twitter: "✨35 Artists Using AI With Under 1000 Followers That You Need To Follow Today✨ -- All these artists are fantastic and deserve way more followers. In no particular order here's my first list. More to come. Enjoy! 👇 #AIart #art #stablediffusion #midjourney #dalle2 #AI https://t.co/CTyq1dfsTs" / Twitter
- Computer Vision Art Gallery : CVPR 2021: artworks dealing with computer vision technologies
- Confluence: a generative art project by Devi Parikh on BrainDrops.
- 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
- https://www.instagram.com/refikanadol/
- The Steampunk Circus Human Machine Collaboration - Video, Sound and Stories with AI / YouTube
- This vessel does not exist.: A gallery of both authentic and fake vessels generated by machine learning software (StyleGAN)
- https://thispersondoesnotexist.com/ - gerador de rostos humanos
- https://thisxdoesnotexist.com/ - site com vários exemplos de outros modelos
- justinpinkney/awesome-pretrained-stylegan2: A collection of pre-trained StyleGAN2 models trained on different datasets at different resolution
- A collection of pre-trained StyleGAN 2 models to download - Deep Learning | ReposHub
- Modelo pretreinado com obras de arte moderna
- Yuheng-Li/MixNMatch
- lucidrains/lightweight-gan: 512x512 flowers after 12 hours of training, 1 gpu 256x256 flowers after 12 hours of training, 1 gpu Implementation of 'lightweight' GAN proposed in ICLR 2021
- VQGAN+CLIP: This is a brief tutorial on how to operate VQGAN+CLIP by Katherine Crowson
- rinongal/StyleGAN-nada: Zero-Shot non-adversarial domain adaptation of pre-trained generators
- margaretmz/awesome-ai-art-design: An awesome list: AI for art and design.
- toxtli/awesome-machine-learning-jupyter-notebooks-for-colab: A curated list of Machine Learning and Deep Learning tutorials in Jupyter Notebook format ready to run in Google Colaboratory
- Video clip: music + lyrics => image + video
- Book: text => illustration
- Interfaces for editing parameters that can be exported as string. This string is the input for a notebook or model. "Copy string", "Paste string", "Export file", "Import file".
- 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
- Jupyter Widgets official documentation
- The Art of PNG Glitch
- HashLips/hashlips_art_engine: tool used to create multiple different instances of artworks based on provided layers
BIRME: Bulk Image Resizing Made Easy 2.0 (Online & Free)
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