Google Colab ノートブック

Stable diffusion

https://github.com/karaage0703/stable-diffusion-colab-tools

https://note.com/npaka/n/ndd549d2ce556

http://cedro3.com/ai/image2image/

stable-diffusion-seeds

https://colab.research.google.com/github/pcuenca/diffusers-examples/blob/main/notebooks/stable-diffusion-seeds.ipynb

image_2_image_using_diffusers

https://colab.research.google.com/github/patil-suraj/Notebooks/blob/master/image_2_image_using_diffusers.ipynb

Deforum_Stable_Diffusion.ipynb
https://colab.research.google.com/github/deforum/stable-diffusion/blob/main/Deforum_Stable_Diffusion.ipynb

https://colab.research.google.com/drive/1iZnEI2sZhL_fqOHjhvqrqco3cLXCllyK

stable_diffusion.ipynb
https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/stable_diffusion.ipynb

StableDiffusion_demo.ipynb
https://colab.research.google.com/github/kaz12tech/ai_demos/blob/master/StableDiffusion_demo.ipynb

https://twitter.com/NaxAlpha/status/1578685845099290624

https://twitter.com/Yamkaz/status/1579666956969336832

https://github.com/camenduru/stable-diffusion-webui-colab

Stable Diffusion 解説

https://note.com/shi3zblog/n/n0e8be0db9100

https://note.com/fladdict/n/n13c1413c40de

https://www.businessinsider.jp/post-258369

https://blog.kikagaku.co.jp/image-generation-course1

https://webbigdata.jp/ai/post-14457

https://karaage.hatenadiary.jp/entry/2022/09/23/073000

https://gihyo.jp/design/serial/01/website-pickup/0174

https://engineers.ntt.com/entry/2022/12/28/093253

Stable Diffusionセットアップ

Google Colab

https://note.com/npaka/n/ndd549d2ce556

https://gigazine.net/news/20220824-stable-diffusion-google-colaboratory/

https://ima.hatenablog.jp/entry/2022/08/24/234500

https://huggingface.co/blog/stable_diffusion

https://zenn.dev/karaage0703/articles/22ee47b71fab9c

https://motemen.hatenablog.com/entry/2022/08/stablediffusion-colab-server

http://cedro3.com/ai/image2image/

https://note.com/npaka/n/nd2b03d13a36a

https://note.com/it_navi/n/nd030153b42c7

https://twitter.com/miu200521358/status/1563861016655450113

https://note.com/uchidama/n/na64a9e0b9cd9

https://note.com/npaka/n/n0ab23f4fd1fe

ローカル（Windows GPU）

https://zenn.dev/koyoarai_/articles/02f3ed864c6127bb2049

https://tadaoyamaoka.hatenablog.com/entry/2022/08/23/222813

https://zenn.dev/hayatok/articles/6141a9a46e4f48

https://twitter.com/kawai_nae/status/1561843126842851328

https://tadaoyamaoka.hatenablog.com/entry/2022/08/28/232041

https://tadaoyamaoka.hatenablog.com/entry/2022/08/30/003456

https://grisk.itch.io/stable-diffusion-gui

https://gigazine.net/news/20220831-stable-diffusion-windows-gui/

https://temcee.hatenablog.com/entry/stable_diffusion

https://gigazine.net/news/20220902-artroom-stable-diffusion/

https://gigazine.net/news/20220904-stable-diffusion-webui/

https://nmkd.itch.io/t2i-gui

ローカル(Windows CPU)

https://zenn.dev/karaage0703/articles/4901bf68536907

ローカル（Linux）

https://zenn.dev/ymgn____/scraps/e7c601ad06f76b

https://mirai-tec.hatenablog.com/entry/2022/09/15/075823

ローカル（Apple Silicon Mac）

https://zenn.dev/ktakayama/articles/6c627e0956f32c

https://zenn.dev/ryoma310/articles/63bc3d20a8746c

https://zenn.dev/michy/articles/ca45fd291c6ea4

https://gigazine.net/news/20220912-stable-diffusion-macos/

ローカル（Intel Mac）

https://yaritakunai.hatenablog.com/entry/stable-diffusion-mps

GCP

https://zenn.dev/tfutada/articles/717b60a6e7961a

ローカル（Docker）

https://zenn.dev/karaage0703/articles/bf86fe4946417b

ローカル（マルチプラットフォーム）

https://github.com/invoke-ai/InvokeAI/

Stable Diffusion プロンプト・テクニック

https://zenn.dev/kuluna/articles/1c005c9b7475ec

https://note.com/yamkaz/n/n9fd522bb012e

https://zenn.dev/mosku/articles/78a457bf12d925

https://jtnoske.hateblo.jp/entry/2022/08/27/143640

https://zenn.dev/hagakun_dev/articles/b178e669b2dbe0

https://note.com/diff_momot/n/n527e73dc73b6

https://twitter.com/Ethan_smith_20/status/1562644246150418432

https://zenn.dev/6uclz1/articles/d7736b06d24f1a

https://note.com/6uclz1/n/nbc3d87d3e5b1

https://qiita.com/raragiko/items/085862dbb12f1054ce2b

https://zenn.dev/silverbirder/scraps/7fa03e90779cdd

https://note.com/kanna3939/n/n10f6ded00afe

https://jtnoske.hateblo.jp/entry/2022/08/28/180000

https://jtnoske.hateblo.jp/entry/2022/08/30/215845

https://note.com/msonrm/n/n53da92ad8baa

https://war2299.hateblo.jp/entry/2022/08/30/080000

https://note.com/msonrm/n/n53da92ad8baa

https://note.com/htakagi/n/nc4be501efdc3

https://note.com/persona_1/n/n49a50ead1b52

https://tech.isid.co.jp/entry/2022/08/29/StableDiffusion入門-人物写真

https://murasan-net.com/index.php/2022/09/08/stable-diffusion-prompt-part1/

https://www.pixiv.net/novel/show.php?id=18292102

https://weekly.ascii.jp/elem/000/004/105/4105505/

https://six-loganberry-ba7.notion.site/AI-8f4cd5de5217442ca1ca445d58d8175c

https://zenn.dev/karaage0703/articles/0c15cc7a86eae1

https://zenn.dev/karaage0703/articles/d4b4bbf4a04cb6

https://murasan-net.com/index.php/2022/09/08/stable-diffusion-prompt-part1/

https://jalammar.github.io/illustrated-word2vec/

https://note.com/ooedo_umeko/n/n7b5c02ce8ecd

https://note.com/sa1p/n/ne71c846326ac

https://github.com/dair-ai/Prompt-Engineering-Guide

Diffusion Model 解説・理論

概要

https://karaage.hatenadiary.jp/entry/2022/09/23/073000

https://www.slideshare.net/cvpaperchallenge/foundation-models

https://note.com/it_navi/n/ne238a3253b11

https://gigazine.net/news/20220914-stable-diffusion-illustrated/

https://www.slideshare.net/DeepLearningJP2016/dlhighresolution-image-synthesis-with-latent-diffusion-models-252994278

https://twitter.com/roiyarugaizi/status/1570008331737088001

https://atmarkit.itmedia.co.jp/ait/articles/2209/16/news041.html

https://jalammar.github.io/illustrated-stable-diffusion/

https://twitter.com/svpino/status/1579441642603311109

https://note.com/te_ftef/n/n0596a7cd540a

https://vdata.nikkei.com/newsgraphics/ai-art/

解説

https://speakerdeck.com/maguro27/sukiruatupuaikiyanpu-di-79hui-sheng-cheng-moderuhamadamadajin-hua-siteiru-gan-noyan-jiu-dong-xiang-shao-jie

https://speakerdeck.com/ykanamori/2022nian-ban-shen-ceng-xue-xi-niyoruxie-shi-de-hua-xiang-he-cheng-nozui-xin-dong-xiang

Step数 20が良い検証
https://www.reddit.com/r/StableDiffusion/comments/xse27g/a_graphical_explanation_of_why_you_should/

https://note.com/it_navi/n/n54d94b1f77d1

https://www.fast.ai/posts/part2-2022-preview.html

https://ja.stateofaiguides.com/20221012-stable-diffusion/

https://qiita.com/omiita/items/ecf8d60466c50ae8295b

https://zenn.dev/nakky/articles/09fb1804001ff8

https://tech-blog.abeja.asia/entry/advent-2022-day19

論文

Diffusion Modelの説明。ノイズ化と逆変換の図でよく引用される論文
https://arxiv.org/abs/2006.11239

https://arxiv.org/abs/2112.10752

https://arxiv.org/abs/2208.11970

https://arxiv.org/abs/2209.04747

https://arxiv.org/abs/2209.00796

https://github.com/mlnagoya/surveys/blob/master/20220915_reports/latent_diffusion_2112.10752.md

https://twitter.com/birdMan710Nika/status/1577243388356665344

https://ja.stateofaiguides.com/20221012-stable-diffusion/

音声配信

https://open.spotify.com/episode/4fwpW8ofjf5n7MuK0071f9

書籍

https://zenn.dev/tomo_makes/books/4ed97f06d02a38

https://techbookfest.org/product/jgFZ6ziHizD7f1gTepgvp6

Stable Diffusion応用例・ツール

https://ai-copywriter.jp/free/136

https://blog.takuya-andou.com/entry/imagemart1

https://github.com/rinongal/textual_inversion

https://www.reddit.com/r/StableDiffusion/comments/wvzr7s/tutorial_fine_tuning_stable_diffusion_using_only/

https://gigazine.net/news/20220901-lexica-art-stable-diffusion/

https://lexica.art/

https://github.com/jquesnelle/txt2imghd

https://gigazine.net/news/20220825-pornpen-ai/

https://www.getalpaca.io/

https://samezi-but.com/toaru-ai-no-prompt-generater-for-midjourney/

https://gigazine.net/news/20220905-promptmania/

https://gigazine.net/news/20220901-stable-diffusion-animation/

https://github.com/mika-f/nekodraw

https://zenn.dev/qwegat/articles/19aaea4ccd36b1

https://note.com/asahi_ictrad/n/n7d24f3fbee65

https://note.com/lisa_s/n/ne6155b6cdec3

https://gigazine.net/news/20220902-stable-diffusion-clip-retrieval/

https://gigazine.net/news/20220902-stable-diffusion-krita-plugin/

https://gigazine.net/news/20220902-stable-diffusion-the-ai-art/

https://note.com/horisei/n/n6ab78cc880cd

https://note.com/hibikine_kage/n/n912380f9871f

https://github.com/adobe-research/custom-diffusion

Stable Diffusion関係の記事

https://news.yahoo.co.jp/byline/tokurikimotohiko/20220827-00312252

https://note.com/o_ob/n/nbf93a5ec5b25

https://gigazine.net/news/20220831-exploring-stable-diffusions/

https://note.com/yamkaz/m/mad0bd7dabc99

https://signal.diamond.jp/articles/-/1403

https://note.com/mori_tokuiten/n/n20464c55db31

https://signal.diamond.jp/articles/-/1407

https://ascii.jp/elem/000/004/107/4107997/

Stable Diffusion GitHub

公式

https://github.com/CompVis/stable-diffusion

https://github.com/Stability-AI/stability-sdk

https://github.com/huggingface/diffusers

Web UI

https://github.com/AbdBarho/stable-diffusion-webui-docker

https://github.com/AUTOMATIC1111/stable-diffusion-webui

https://github.com/hlky/stable-diffusion-webui

https://github.com/pinilpypinilpy/sd-webui-colab-simplified

アプリ

https://github.com/FahimF/sd-gui

拡張

https://github.com/lkwq007/stablediffusion-infinity

その他

https://github.com/altryne/awesome-ai-art-image-synthesis

https://github.com/gordicaleksa/stable_diffusion_playground

https://github.com/neonsecret/stable-diffusion

https://github.com/Maks-s/sd-akashic

https://github.com/justinpinkney/stable-diffusion/blob/main/scripts/gradio_variations.py

https://github.com/justinpinkney/stable-diffusion

https://github.com/sharonzhou/long_stable_diffusion

https://github.com/lowfuel/progrock-stable

https://github.com/KnoBuddy/visualdiffusion/

https://github.com/bloc97/CrossAttentionControl

https://github.com/invoke-ai/InvokeAI/

フォロー対象

note

https://note.com/shi3zblog

https://note.com/npaka

https://note.com/yamkaz/m/mad0bd7dabc99

https://note.com/852wa

Stable Diffusion関係のTwitterアカウント

https://twitter.com/i/lists/1561323220930002944

https://twitter.com/Yamkaz

https://twitter.com/Muacca

https://twitter.com/alfredplpl

https://twitter.com/hardmaru

https://twitter.com/iwhododo/status/1579682606966534144

Waifu Diffusion

https://note.com/npaka/n/n7242f7c397ac

https://gist.github.com/td2sk/e32a39344537fb3cd756ef4abdd3d371

https://huggingface.co/hakurei/waifu-diffusion/discussions/3/files

https://twitter.com/karaage0703/status/1567888800759836677

https://twitter.com/shirayu/status/1567948905551376384

Trinart stable diffusion

https://huggingface.co/naclbit/trinart_stable_diffusion_v2

https://note.com/npaka/n/nc8c428c1bd01

モーフィング

動画

https://twitter.com/Sentdex/status/1567936864547373059

https://twitter.com/moistpeace/status/1567930344137195524

https://twitter.com/sugyan/status/1564980748905357314

https://twitter.com/sugyan/status/1566801639717056512

https://twitter.com/karpathy/status/1559343616270557184

https://twitter.com/sugyan/status/1568234269620961281

https://twitter.com/S_Ishimaru/status/1568284917947334656

https://twitter.com/_nateraw/status/1569315074824871936

https://twitter.com/moistpeace/status/1569671415263272961

https://www.youtube.com/watch?v=4BmfOJdvBIs

コード

https://colab.research.google.com/github/sugyan/stable-diffusion-morphing/blob/main/stable_diffusion_morphing.ipynb

https://github.com/nateraw/stable-diffusion-videos

https://colab.research.google.com/github/deforum/stable-diffusion/blob/main/Deforum_Stable_Diffusion.ipynb

解説・チュートリアル

https://memo.sugyan.com/entry/2022/09/07/190000

https://memo.sugyan.com/entry/2022/09/09/230645

https://zenn.dev/td2sk/articles/eb772103a3a8ff

https://note.com/npaka/n/n3b77c5e9fa59

https://gigazine.net/news/20220916-stable-diffusion-videos/

https://note.com/kallibebe666/n/n854418156ae9

Stable Diffusion web UI (AUTOMATIC1111)

https://gigazine.net/news/20220922-automatic1111-stable-diffusion-webui-extras/

https://zenn.dev/karaage0703/articles/bf86fe4946417b

https://github.com/AUTOMATIC1111/stable-diffusion-webui-feature-showcase

https://note.com/npaka/n/nc8b0e9a91d97

https://note.com/honjoh/n/n596b8d569121

https://note.com/honjoh/n/n8d123d36c051

https://www.reddit.com/r/StableDiffusion/comments/xmwcrx/a_comparison_between_8_samplers_for_5_different/

https://gigazine.net/news/20220928-automatic1111-stable-diffusion-webui-settings/

https://dskjal.com/others/automatic1111.html

https://www.youtube.com/watch?v=2vpKgD0wLgQ&t=502s

https://github.com/7eu7d7/DreamArtist-sd-webui-extension

https://note.com/it_navi/n/n4382ceb4220b

https://note.com/mochineko_/n/n4e1309693cce

バリエーション生成・ファインチューニング

https://blog.takuya-andou.com/entry/2022/09/12/093357

https://huggingface.co/spaces/lambdalabs/stable-diffusion-image-variations

https://github.com/pharmapsychotic/clip-interrogator/blob/main/clip_interrogator.ipynb

https://birdmanikioishota.blog.fc2.com/blog-entry-12.html

https://mickey24.hatenablog.com/entry/irasutoya_stable_diffusion

https://note.com/npaka/n/ndb287a48b682

https://www.itmedia.co.jp/news/articles/2301/20/news105.html

Hugging Face モデル

https://huggingface.co/PublicPrompts/All-In-One-Pixel-Model

https://github.com/nousr/robo-diffusion

https://huggingface.co/karaage0703/soraumineko

https://huggingface.co/alfredplpl/cool-japan-diffusion-for-learning-2-0

セーフティ・アタック

https://www.mbsd.jp/research/20221031/dall-e-2ai/

動画

https://www.youtube.com/watch?v=_ji9zuEjJVU

https://kemur.jp/sirigula_20221026

法律

https://storialaw.jp/blog/9086

Stable Diffusionを使った作品の作り方

https://note.com/852wa/n/n15fcbab026f1

https://karaage.hatenadiary.jp/entry/2023/01/06/073000