๐Ÿ”—

๋งํฌ

์ตœ์ข… ์—…๋ฐ์ดํŠธ ๋‚ ์งœ(์›์„œ ๊ธฐ์ค€)๏ผš2023๋…„ 8์›” 17์ผ

์ด ์ฑ…์˜ ๋ชฉํ‘œ

ํŽ˜์ด์ง€ ๋งํฌ
012 Little Land War SRPG

Part 1 ํ™˜๊ฒฝ ๊ตฌ์ถ•๊ณผ ๊ธฐ์ดˆ ์ง€์‹

CHAPTER 1 ๋กœ์ปฌ ํ™˜๊ฒฝ ๊ตฌ์ถ•


1.1ใ€€์ด๋ฏธ์ง€ ์ƒ์„ฑ AI์˜ ํญ๋ฐœ์ ์ธ ๋ณด๊ธ‰

ํŽ˜์ด์ง€ ๋งํฌ
019 DALLใƒปE 2
019 Midjourney
020 Stability AI
020 Stability-AI/stablediffusion: High-Resolution Image Synthesis with Latent Diffusion Models

1.2ใ€€์‚ฌ์šฉํ•˜๋Š” ์†Œํ”„ํŠธ์›จ์–ด

ํŽ˜์ด์ง€ ๋งํฌ
021 AUTOMATIC1111/stable-diffusion-webui: Stable Diffusion web UI

1.3ใ€€์†Œํ”„ํŠธ์›จ์–ด ์„ค์น˜

ํŽ˜์ด์ง€ ๋งํฌ
023 AUTOMATIC1111/stable-diffusion-webui: Stable Diffusion web UI
024 Python Release Python 3.10.6 | Python.org
024 Git - Downloading Package

1.4ใ€€webui-user.bat ์‹คํ–‰

ํŽ˜์ด์ง€ ๋งํฌ
026 Web UI

1.8ใ€€ํ•™์Šต ๋ชจ๋ธ ์ถ”๊ฐ€ ํ™•๋ณดโ‘ 

ํŽ˜์ด์ง€ ๋งํฌ
032 Hugging Face - The AI community building the future.
033 CompVis/stable-diffusion-v-1-4-original at main
033 runwayml/stable-diffusion-v1-5 at main
034 FeaturesใƒปAUTOMATIC1111/stable-diffusion-webui Wiki

768 (2.0)

ํŽ˜์ด์ง€ ๋งํฌ
034 768-v-ema.safetensorsใƒปstabilityai/stable-diffusion-2 at main

768 (2.1)

ํŽ˜์ด์ง€ ๋งํฌ
034 webui/stable-diffusion-2-1 at main

512 (2.0)

ํŽ˜์ด์ง€ ๋งํฌ
034 512-base-ema.safetensorsใƒปstabilityai/stable-diffusion-2-base at main

1.9ใ€€ํ•™์Šต ๋ชจ๋ธ ์ถ”๊ฐ€ ํ™•๋ณดโ‘ก

ํŽ˜์ด์ง€ ๋งํฌ
036 naclbit/trinart_derrida_characters_v2_stable_diffusion at main

1.10ใ€€VAE ์ถ”๊ฐ€

ํŽ˜์ด์ง€ ๋งํฌ
037 stabilityai/sd-vae-ft-emaใƒปHugging Face

CHAPTER 2 ์˜จ๋ผ์ธ ํ™˜๊ฒฝ ๊ตฌ์ถ•


2.1ใ€€Web UI์˜ ์˜จ๋ผ์ธ ์‚ฌ์šฉ

ํŽ˜์ด์ง€ ๋งํฌ
041 Online ServicesใƒปAUTOMATIC1111/stable-diffusion-webui Wiki

2.2ใ€€Google Colab์—์„œ์˜ ์ด์šฉ

ํŽ˜์ด์ง€ ๋งํฌ
042 fast_stable_diffusion_AUTOMATIC1111.ipynb - Colaboratory

2.4ใ€€Web UI ์‹คํ–‰

ํŽ˜์ด์ง€ ๋งํฌ
047 localtunnel/localtunnel: expose yourself
048 Gradio

CHAPTER 3 ๊ธฐ์ดˆ ์ง€์‹


3.3ใ€€txt2img

ํŽ˜์ด์ง€ ๋งํฌ
058 Sampling method selection
059 nightmareai/real-esrgan - Run with an API on Replicate

CHAPTER 4ใ€€ํ”„๋กฌํ”„ํŠธ ์ด๋ก 


4.6ใ€€Prompt - ํ™”ํ’๊ณผ ํ™”๊ฐ€

ํŽ˜์ด์ง€ ๋งํฌ
092 ์„œ์–‘ ๋ฏธ์ˆ ์‚ฌ - ์œ„ํ‚ค๋ฐฑ๊ณผ
094 list of artists for SD v1.4
094 Stable Diffusion Artist list - Style studies
094 SD Artist Collection
094 ๋ถ„๋ฅ˜:๋ฏธ์ˆ  ๊ธฐ๋ฒ• - ์œ„ํ‚ค๋ฐฑ๊ณผ

4.8ใ€€Prompt - ์„ธ๋ถ€ ์กฐ์ž‘

ํŽ˜์ด์ง€ ๋งํฌ
102 AI ์ผ๋Ÿฌ์ŠคํŠธ ํ”„๋กฌํ”„ํŠธ ์ƒ์„ฑ๊ธฐ(AI ์ด๋ฏธ์ง€/NovelAI/nijijourney/stable diffusion)
102 PixAI
103 chichi-pui๏ผˆ์น˜์น˜ํ‘ธ์ด)| AI ์ผ๋Ÿฌ์ŠคํŠธ ์ „์šฉ ํˆฌ๊ณ  ์‚ฌ์ดํŠธ
103 AIํ”ฝํ„ฐ์Šค | AI ์ผ๋Ÿฌ์ŠคํŠธ ํˆฌ๊ณ  SNS ์‚ฌ์ดํŠธ

4.12ใ€€์ด๋ฏธ์ง€์—์„œ ํ”„๋กฌํ”„ํŠธ ์–ป๊ธฐ

ํŽ˜์ด์ง€ ๋งํฌ
108 ํ™์ฝฉ์˜ ๊ฑฐ๋ฆฌ ํ’๊ฒฝ ๋ฌด๋ฃŒ ์‚ฌ์ง„ -ํŒŒ์ฟ ํƒ€์†Œ

Part 2 ์บ๋ฆญํ„ฐ ์ƒ์„ฑ

CHATPER 5 ์บ๋ฆญํ„ฐ ์ƒ์„ฑ


5.3ใ€€์บ๋ฆญํ„ฐ์— ํฌ์ฆˆ๋ฅผ ์ทจํ•˜๊ฒŒ ํ•˜๊ธฐ

ํŽ˜์ด์ง€ ๋งํฌ
126 ์ผ๋Ÿฌ์ŠคํŠธ ๋งŒํ™” ์ œ์ž‘ ์•ฑ CLIP STUDIO PAINT
126 blender.org - Home of the Blender project - Free and Open 3D Creation Software
127 Magic Poser Web
127 JustSketchMe - Character posing for artists
128 PoseMy.Art

CHAPTER 6 ์บ๋ฆญํ„ฐ์— ํฌ์ฆˆ ์ทจํ•˜๊ฒŒ ํ•˜๊ธฐ


6.1ใ€€ControlNet

ํŽ˜์ด์ง€ ๋งํฌ
140 lllyasviel/ControlNet: Let us control diffusion models!

6.2ใ€€ControlNet ๋„์ž…

ํŽ˜์ด์ง€ ๋งํฌ
141 URL for extensionโ€™s git repository

6.3ใ€€๋ชจ๋ธ ์ž…์ˆ˜ ๋ฐ ๋ฐฐ์น˜

ํŽ˜์ด์ง€ ๋งํฌ
143 webui/ControlNet-modules-safetensors at main

6.5ใ€€๋ชจ๋ธ๋ณ„ ๊ฐ„๋žตํ•œ ์„ค๋ช…

ํŽ˜์ด์ง€ ๋งํฌ
147 lllyasviel/ControlNet: Let us control diffusion models

CHAPTER 7 ์บ๋ฆญํ„ฐ ํ•™์Šต ์‹œํ‚ค๊ธฐ


7.1 ์บ๋ฆญํ„ฐ ํ•™์Šต

ํŽ˜์ด์ง€ ๋งํฌ
160 cloneofsimo/lora: Using Low-rank adaptation to quickly fine-tune diffusion models.

7.2ใ€€Web UI์—์„œ LoRA ์‚ฌ์šฉ

ํŽ˜์ด์ง€ ๋งํฌ
163 Civitai | Stable Diffusion models, embeddings, hypernetworks and more

7.3ใ€€ํ•™์Šต ์ค€๋น„

ํŽ˜์ด์ง€ ๋งํฌ
165 VRoid Studio

7.4ใ€€Google Colab์—์„œ ํ•™์Šต

ํŽ˜์ด์ง€ ๋งํฌ
168 Linaqruf/kohya-trainer: Adapted from ๏ฝž
168 kohya-LoRA-dreambooth.ipynb - Colaboratory
170 kohya-ss/sd-scripts

Part 3 ๋ฐฐ๊ฒฝ ์ƒ์„ฑ

CHAPTER 8 ๋ฐฐ๊ฒฝ ์ƒ์„ฑโ‘  ํŒํƒ€์ง€


8.1ใ€€๋ฐฐ๊ฒฝ ์ด๋ฏธ์ง€ ์ƒ์„ฑ

ํŽ˜์ด์ง€ ๋งํฌ
186 nightmareai/real-esrgan - Run with an API on Replicate

Part 4 ๊ฒŒ์ž„ ์†Œ์žฌ ์ƒ์„ฑ

CHAPTER 12 ๋ฌด๊ธฐ์™€ ๋„๊ตฌ ์ƒ์„ฑ


12.2 ๋ฐ‘๊ทธ๋ฆผ ๊ทธ๋ฆฌ๊ธฐ

ํŽ˜์ด์ง€ ๋งํฌ
239 Draw Freely | Inkscape

CHAPTER 13 ์•„์ด์ฝ˜ ์ž‘์„ฑ


13.1ใ€€์•„์ด์ฝ˜ ์ƒ์„ฑ

ํŽ˜์ด์ง€ ๋งํฌ
251 Draw Freely | Inkscape

Part 5 ๋ฌธ์žฅ ๋ฐ์ดํ„ฐ ์ƒ์„ฑ

CHAPTER 16 ChatGPT ์—ฐ๊ณ„โ‘  ์ด๋ฏธ์ง€์— ๊ณ๋“ค์ผ ๋ฌธ์žฅ ์ƒ์„ฑ


16.1ใ€€ChatGPT๋ž€?

ํŽ˜์ด์ง€ ๋งํฌ
289 ChatGPT | OpenAI

16.2ใ€€๋ฐฐ๊ฒฝ ์ด๋ฏธ์ง€์— ๊ณ๋“ค์ผ ๋ฌธ์„œ ์ƒ์„ฑํ•˜๊ธฐ

ํŽ˜์ด์ง€ ๋งํฌ
292 ๋‚˜์นด๋‹ค์ผ€ ๋Šฅ์„ ์—์„œ ๋ณด์ด๋Š” ์•ผ๋ฆฌ๊ฐ€ํƒ€์ผ€์‚ฐ์˜ ๋ฌด๋ฃŒ ์‚ฌ์ง„ - ID.85541๏ฝœํŒŒ์ฟ ํƒ€์Šค