Zenn
Open57

Midjourney/Stable Diffusionの書 〜呪文詠唱して画像生成〜

Python
PyTorch
Stable Diffusion
karaage0703karaage0703

Midjourney

公式サイト

https://www.midjourney.com/app/

説明・紹介

https://www.businessinsider.jp/post-257703

https://www.businessinsider.jp/post-257794

https://www.businessinsider.jp/post-257882

https://www.axion.zone/aimidjourey10/

https://note.com/4kaidateno/n/n10f32f6391e1

https://www.itmedia.co.jp/news/articles/2208/16/news059.html

使い方・テクニック

https://note.com/shi3zblog/n/nc9a0d759abf7

https://note.com/fladdict/n/n0f0be20e3e23

https://note.com/matsur1/n/n088b30720ea8

https://kuina.games/1103-2/

https://note.com/kun1aki/n/n88b12b1e9ab3

https://note.com/ochyai/n/n0f166ce4d713

https://rexwang8.github.io/resource/ai/teapot

https://note.com/prfmtxtsarc/n/n4d9464f08b16

https://docs.google.com/spreadsheets/d/1VsKv6DlSLFfFpOYUXed8Z4yHomS1R-uKfIYJD93Bt84/edit#gid=0

https://docs.google.com/spreadsheets/d/1tDaf8qa_bxsbwvCE2unNrgfnvBikn9-idz3n3sGrPvw/edit#gid=1813637119

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

GitHubリポジトリ

https://github.com/ymgenesis/Midjourney-Photography-Resource

https://github.com/willwulfken/MidJourney-Styles-and-Keywords-Reference

https://github.com/SilentSibilance/2Dto3D-MidjourneyAI

https://github.com/Emperorlou/MidJourneyTools

応用例

https://togetter.com/li/1927381

https://togetter.com/li/1928717

https://note.com/d_v_osorezan/n/nd1d32d05eabe

https://note.com/koh__dai/n/nd97355016573

https://note.com/matsur1/n/n2f7c176b82d8

https://www.minemura-coffee.com/entry/2022/08/17/011541

https://note.com/saradnentika/n/nb119324d8c8f

https://www.itmedia.co.jp/news/articles/2208/20/news047.html

https://note.com/somr_mtg/n/n5d9096a45355

https://note.com/lectin/n/n1f4a14f80bb4

関連情報

https://www.itmedia.co.jp/news/articles/2208/09/news162.html

Midjourney以外の情報

https://note.com/ratatatwitch/n/n243753ee33d5

karaage0703karaage0703

課金の方法

/subscribeと実行すると、課金先へのリンクに飛ぶ。

おすすめは、回数無制限のrelaxモードがあるStandard Membershipです。30ドル/月。

支払いを終えたら /relaxでリラックスモードになりましょう。これで無制限に画像を生成できます。生成スピードは遅くなりますが、少し待てば生成されます。コーヒーでも飲みながら待ちましょう。

あとは、Discordのホーム画面に行くとDM（ダイレクトメッセージ）先にMidJourney Botが追加されています。

これでメッセージが流れていくことが無くなるので、心ゆくまで画像を生成しましょう。

karaage0703karaage0703

生成メモ

Warlord of the Spring and Autumn and Warring States Periods

a detailed oil painting of many warriors in chinese

karaage0703karaage0703

cyberpunk apocalypse akihabara Voigtlander nokton 25mm f0.95 realistic --ar 16:9 --quality 5

karaage0703karaage0703

cyberpunk of girl Voigtlander nokton 25mm f0.95 --stylize 20000 --ar 1:1 --quality 1

karaage0703karaage0703

cyberpunk of girl with glasses Voigtlander nokton 25mm f0.95 --stylize 20000 --ar 1:1 --quality 5 --stylize 60000 --uplight

karaage0703karaage0703

cyberpunk of girl Voigtlander nokton 25mm f0.95 --ar 1:1 --quality 1 --stylize 2500 --uplight

karaage0703karaage0703

kawaii crazy cute hatsune miku —no green —no blue with glasses with short hair --uplight

karaage0703karaage0703

kawaii cute fantasy young and beautiful hatsunemiku with glasses with brown short hair


karaage0703karaage0703

kawaii cute fantasy crazy::0.2 young and beautiful hatsunemiku with glasses with brown short hair --upbeta

karaage0703karaage0703

kawaii cute fantasy crazy::0.2 young and beautiful hatsunemiku with glasses with brown short hair --upbeta

karaage0703karaage0703

darkness engineer fried chicken brain cyberpunk --chaos 10 --q 0.25 --ar 16:9 --upbeta

karaage0703karaage0703

Tips

4枚の絵を一枚ずつにする

4枚絵のリアクションでメールの絵（:envelope:）を入力する

karaage0703karaage0703

tomo-makesさんメモ

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

https://zenn.dev/tomo_makes/scraps/d44352885a1eec

https://twitter.com/tomo_makes/status/1561294910514671618

https://twitter.com/tomo_makes/status/1561279042539880450

https://twitter.com/tomo_makes/status/1561316208913162240

https://twitter.com/tomo_makes/status/1561322224422125568

https://twitter.com/tomo_makes/status/1562111759917645825

https://twitter.com/tomo_makes/status/1568896434619166720

karaage0703karaage0703

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

karaage0703karaage0703

DiscoDiffusion

https://colab.research.google.com/github/alembics/disco-diffusion/blob/main/Disco_Diffusion.ipynb

https://yurugadget.hateblo.jp/entry/how-to-use-Disco-Diffusion

https://bytexd.com/get-started-with-disco-diffusion-to-created-ai-generated-art/

アニメーションを作りやすくしたもの
https://colab.research.google.com/github/pharmapsychotic/ai-notebooks/blob/main/pharmapsychotic_AnimationPreview.ipynb

latent diffusion

https://colab.research.google.com/drive/1mrCDUUvcfDAAYCWNsxXipsd6VQqeNjk-?usp=sharing

karaage0703karaage0703

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

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://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/

その他

https://www.reddit.com/r/StableDiffusion/

karaage0703karaage0703

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

karaage0703karaage0703

Diffusion Model 解説・理論

概要

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

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/

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/

動画

https://www.youtube.com/watch?v=10ki2IS55Q4

https://www.youtube.com/watch?v=9Eu8WvKmkRA

https://www.youtube.com/watch?v=7UsMRGzt9BI

https://www.youtube.com/watch?v=kF3v3_hsWUQ

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

https://www.youtube.com/watch?v=8AV1qyZmzIo

https://www.youtube.com/watch?v=pJg4qY3hOzA

音声配信

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

書籍

https://techbookfest.org/product/jgFZ6ziHizD7f1gTepgvp6

karaage0703karaage0703

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

karaage0703karaage0703

Stable Diffusion ファインチューニング

https://birdmanikioishota.blog.fc2.com/blog-entry-8.html

https://dreambooth.github.io/

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

https://huggingface.co/naclbit/trinart_stable_diffusion

https://towardsdatascience.com/how-to-fine-tune-stable-diffusion-using-textual-inversion-b995d7ecc095

https://note.com/npaka/n/n34412f71cfbc

https://note.com/npaka/n/n1af7249cf391

https://github.com/huggingface/diffusers/tree/main/examples/textual_inversion

https://note.com/npaka/n/nb1a99c50d1a4

https://note.com/npaka/n/n63dc6617a14d

https://twitter.com/supervisedai/status/1569356965368991750

https://tadaoyamaoka.hatenablog.com/entry/2022/09/15/214131

https://birdmanikioishota.blog.fc2.com/blog-entry-10.html

https://note.com/npaka/n/nf7080c6bf4dd

https://tadaoyamaoka.hatenablog.com/entry/2022/09/18/134024

https://zenn.dev/kwashizzz/articles/ml-stable-diffusion-colab-fn

https://note.com/npaka/n/ne83c4893409c

https://six-loganberry-ba7.notion.site/22-09-18-Stable-Diffusion-3862900278624c8990a286dd2c410a3c

https://twitter.com/alfredplpl/status/1574033973105152000

https://six-loganberry-ba7.notion.site/22-09-26-Stable-Diffusion-b981d956961f425a86dad0e13a44d67b

https://note.com/npaka/n/n3b96d0b5d9c2

https://note.com/npaka/n/n87d461069ad1

https://six-loganberry-ba7.notion.site/22-09-26-Stable-Diffusion-b981d956961f425a86dad0e13a44d67b

https://six-loganberry-ba7.notion.site/22-10-1-Dreambooth-655e1fae29a645d68feac07bf5b9f3c1

https://note.com/kohya_ss/n/ne17e34dd51bf

karaage0703karaage0703

Stable Diffusion Webアプリ

https://karaage.hatenadiary.jp/entry/2022/08/29/073000

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

https://twitter.com/nishino_0719/status/1563739424617549824

https://replicate.com/andreasjansson/stable-diffusion-animation

https://note.com/fladdict/n/ncfac46d7ef80

https://gigazine.net/news/20220906-draw-anything/

https://gigazine.net/news/20220909-automatic1111-stable-diffusion-webui-how-to-use/

https://signal.diamond.jp/articles/-/1417

karaage0703karaage0703

shi3zさん関係

note記事

https://note.com/shi3zblog/n/nc9a0d759abf7

https://note.com/shi3zblog/n/ne24929f447f2

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

https://note.com/shi3zblog/n/n1d3698dcb8b9

https://note.com/shi3zblog/n/n4b274b5b3c36

https://note.com/shi3zblog/n/n0bd4fcf09886

他媒体記事

https://www.businessinsider.jp/post-257703

https://www.businessinsider.jp/post-257794

https://www.businessinsider.jp/post-257882

https://wirelesswire.jp/2022/09/83082/

https://www.businessinsider.jp/post-259185

動画

https://www.youtube.com/watch?v=c2bB00mXhLA

https://www.youtube.com/watch?v=KqTUcldWt8g

https://www.youtube.com/watch?v=r9my22fni28

https://www.youtube.com/watch?v=98V_Su_2c6U

https://abema.tv/channels/abema-news/slots/AKE3RJbxrWKqrf

https://www.youtube.com/watch?v=UdJxgVVM7-Y

ダイバーシティニュース「テクノロジー/AI」：清水亮【2022年8月26日(金)放送】

ダイバーシティニュース「テクノロジー/AI」：清水亮【2022年9月23日(金)放送】

その他

https://w.atwiki.jp/memeplex

https://news.yahoo.co.jp/articles/a3665eaedebad545b547ff7b8fb576361d5514bc

karaage0703karaage0703

Stable Diffusion実験

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

https://zenn.dev/karaage0703/articles/946d4566e5f7f6

https://blog.ch3cooh.jp/entry/2022/09/02/093000

https://blog.ch3cooh.jp/entry/2022/09/01/074137

https://twitter.com/fladdict/status/1566230988619149312

http://cedro3.com/ai/deforum-stable-diffusion/

https://note.com/abubu_nounanka/n/n3a0431d2c47a

https://note.com/atsr_/n/na495163d7de5

https://note.com/nemuriya_neko/n/n716e5fbf0d68

https://replicate.com/deforum/deforum_stable_diffusion

https://replicate.com/methexis-inc/img2prompt

https://replicate.com/andreasjansson/stable-diffusion-animation

https://qiita.com/Yasu81126297/items/752df11a1e5e70c8b9fe

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

https://note.com/npaka/n/nd2585209acea

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

https://github.com/lstein/stable-diffusion/commit/62863ac586194a43ff952eba17a83cecf9956500

https://note.com/npaka/n/na999af9c6596

https://note.com/hugiri/n/n970f9deb55b2

karaage0703karaage0703

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/hlky/stable-diffusion-webui

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

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

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/

karaage0703karaage0703

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

karaage0703karaage0703

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