Awesome List Updates on Sep 20, 2022

12 awesome lists updated today.

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1. Awesome Generative Deep Art

Generative AI history, timelines, 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 (⭐1.5k): Curated list of resources for the Stable Diffusion AI Model

• List of Stable Diffusion systems | Reddit

• Stable Diffusion Akashic Records | Maks-s/sd-akashic (⭐1.6k): 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

Ethics, Philosophical questions and Discussions about Generative AI

• Deep Else: A Critical Framework for AI Art

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

• 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

Courses and Educational Materials

• 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 (⭐565): Course content and resources for the AIAIART course

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

Large Language Models (LLMs)

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

Prompt Engineering / Prompt Engineering 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

Image Synthesis / Multi-agents

• [🔥] 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 (⭐1k): Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" https://arxiv.org/abs/2111.15666

• [🔥] Vadim Epstein’s Aphantasia library (⭐772): CLIP + FFT/DWT/RGB = text to image/video

Inbox: Stable Diffusion / Multi-agents

• examples/stable-diffusion-finetuning at main · LambdaLabsML/examples (⭐797): Fine Tuning Stable Diffusion

• lkwq007/stablediffusion-infinity (⭐3.8k): 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 (⭐514): Automatically create masks for Stable Diffusion inpainting using natural language

• basujindal/stable-diffusion (⭐3.1k): 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 (⭐4.4k): 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 (⭐138k): expanded Stable Diffusion web UI

• GitHub - sd-webui/stable-diffusion-webui (⭐7.8k): Stable Diffusion web UI

• Stable_Diffusion_WebUi_Simplified.ipynb - Colaboratory

Hypertechniques / Textual Inversion

• rinongal/textual_inversion (⭐2.9k): 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 Image Synthesis 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 (⭐18k): Image inpainting tool powered by SOTA AI Model

Multimodal Embedding Space / Deforum

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

2. Awesome Devenv

Terminal / Extensions

• freshenv (⭐133) - Provision, share, manage local and cloud developer environments.

3. Web Development Resources

Learning Platforms:

• Website: https://learn.microsoft.com/en-gb/training/

4. Awesome Kotlin

Libraries/Frameworks / Misc

• kohesive/klutter (⭐140) - A mix of random small libraries for Kotlin, the smallest reside here until big enough for their own repository.

5. Awesome D

WIP Compilers / Bare metal / kernel development

• sdc (⭐217) - The Snazzy D Compiler. Written in D. Grows Smarter every day.

6. Awesome Newsletters

Miscellaneous / Svelte

• No-Code Shots. A curated weekly newsletter that will bring you news, updates, and tips on how to improve your No-code skills.

7. Awesome Blazor

Games

• Wolfenstein 3D ported to Blazor (⭐73) - Wolfenstein 3D ported to modern C# and Blazor. Article.

Articles / Others

• C# / Blazor Wolfenstein - Part 7 - Solid Walls, Doors and C# Observations - September 20, 2022 - Part 7 of the articles explaining how port the game Wolfenstein 3D on C# and Blazor. Source code (⭐73) .

• C# / Blazor Wolfenstein - Part 6 - The Basic Raycaster - September 18, 2022 - Part 6 of the articles explaining how port the game Wolfenstein 3D on C# and Blazor. Source code (⭐73) .

8. Awesome Neovim

Color / Diagnostics

• uga-rosa/ccc.nvim (⭐712) - Super powerful color picker / colorizer plugin.

Motion / Diagnostics

• gen740/SmoothCursor.nvim (⭐354) - Add fancy sub-cursor to signcolumn to show your scroll or jump direction.

9. Free for Dev

Forms

• Form-Data - No-code forms backend. Spam filter, email notification and auto-respond, webhooks, zapier, redirects, AJAX or POST, and more. The free plan offers unlimited forms, 20 submissions/month, and an additional 2000 submissions with Form-Data badge.

10. Awesome Lit

Tutorials

• Building A Retro Draggable Web Component Using Lit

11. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

• gitgo (⭐11) - Open a GitHub/GitLab repository in your browser from the command line (macOS only).

12. Magictools

Engines and Frameworks / Voxel Editors

• 🎉 Grid (⭐730) - A multiplayer-first game engine for Lua.

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