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References of generative deep learning tools, works, models, etc. for artistic uses

Jupyter Notebook 100.00%

awesome-generative-deep-art's Introduction

Generative Deep Art Awesome

A curated list of Generative Deep Art projects, tools, artworks, and models

Prompt Engineering | Prompt Design | Prompt Craft

Stable Diffusion Inbox

Stable Diffusion Deployed Web Tools

Web UI for Stable Diffusion via Google Colab

References Collection about Stable Diffusion

Textual Inversion

Creative Uses of Text-to-Image Tools

Courses and Educational Materials

Exploring Images Databases

  • 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

History

Discussions and Philosophy

Promptism

Image Synthesis

Collections

DALL-E 2

Latent Diffusion

GLIDE

VQGAN+CLIP

Famous models by big players

  • 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

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

Image Upscaling

Image Restoration

  • TencentARC/GFPGAN: GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration

Online Tools and Applications

Inbox

Text-to-video

THUDM/CogVideo: Text-to-video generation

How did they do it?

Inbox: Text and Natural Language Processing

OpenAI GPT-3

Papers and references for reading and understanding

Interesting Instagram Accounts

Interesting Youtube Channels

Interesting GitHub Repositories

Artworks

Galleries

Selected examples of This X Does Not Exist

Pre-trained Models

Neural Net Models

  • 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

Latent Space Explorarion

Other Related Awesome Lists

Notes, ideas for projects

  • 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".

Improving Google Colab experience

Troubleshooting

Looking_Glass_v1_1_-_Colaboratory Ref

Inbox for Adjacent or Related Pero No Mucho

Contribute

Contributions welcome! Read the contribution guidelines first.

License

CC0

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

awesome-generative-deep-art's People

Contributors

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Stargazers

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