๋ณต์žกํ•œ ๋ฐ”์œ„ ๊ตฌ๋ฆ„ ๊ตฌ์กฐ์— ์•‰์•„ ์žˆ๋Š” ์„ฌ์„ธํ•˜๊ณ  ๋น›๋‚˜๋Š” ๋‚ ๊ฐœ๋ฅผ ๊ฐ€์ง„ ์œ ํ˜น์ ์ธ ์„œํ๋ฒ„์Šค, ๋ถ€๋“œ๋Ÿฌ์šด ๊ตฌ๋ฆ„๊ณผ ๋น›๋‚˜๋Š” ๋“ฑ๋ถˆ์ด ์žˆ๋Š” ์ •๊ตํ•œ ๋‹ฌ๋น› ํ•˜๋Š˜๋กœ ๋‘˜๋Ÿฌ์‹ธ์—ฌ ์žˆ์Œ.

์ถ”์ฒœ ํ”„๋กฌํ”„ํŠธ

amano yoshitaka

amano yoshitaka, 1girl, solo

์ถ”์ฒœ ๋„ค๊ฑฐํ‹ฐ๋ธŒ ํ”„๋กฌํ”„ํŠธ

(painting by bad-artist-anime:0.9), (painting by bad-artist:0.9), text, error, blurry, cropped, watermark, worst quality, jpeg artifacts, low quality, normal quality, signature, username, artist name, (worst quality, low quality:1.4), bad anatomy

์ถ”์ฒœ ๋งค๊ฐœ๋ณ€์ˆ˜

samplers

Euler a

steps

28

cfg

9

resolution

512x704

other models

AnyLoRA_bakedVae_fp16_NOTpruned (b775b13509)

์ถ”์ฒœ ๊ณ ํ•ด์ƒ๋„ ๋งค๊ฐœ๋ณ€์ˆ˜

upscaler

Latent (nearest), R-ESRGAN General 4xV3

upscale

1.8

steps

20

denoising strength

0.6

ํŒ

Use around 0.9 weight for v1 versions of the LoRA.

For v2 versions, use weight over 1, with 1.25 recommended to capture distinctive shapes.

Lower weights emphasize coloration and pencil style but reduce distinctive shapes.

The LoRA trigger word is 'amano yoshitaka'.

Works well with embeddings and other LoRA nets for character customization.

In auto1111, make sure to update the web UI and correctly place the LoRA file in stable-diffusion-webui/models/lora.

Adjust LoRA weight in auto1111 to avoid default weight of 1, which is usually too high.

ํฌ๋ฆฌ์—์ดํ„ฐ ์Šคํฐ์„œ

Making models can be expensive. Do you like what I do? Consider supporting me on Patreon ๐Ÿ…ฟ๏ธ or feel free to buy me a coffee โ˜•

Yoshitaka Amano style LoRA

Making models can be expensive. Do you like what I do? Consider supporting me on Patreon ๐Ÿ…ฟ๏ธ or feel free to buy me a coffee โ˜•

This LoRA net is a tribute to one of my favourite artists.

For this you can use AnyLoRA (or any NAI based model).

around 0.9 weight for v1, while you should probably go over 1 for v2 (I like 1.25) . Lower weights give the coloration and pencil style, but not the distinctive shapes. Trigger is amano yoshitaka.

And it works with embeddings and other LoRA nets, so you can do the character you want in this style.

How to use LoRA's in auto1111:

  • Update webui (use git pull like here or redownload it)

  • Copy the file to stable-diffusion-webui/models/lora

  • Select your LoRA like in this video

  • Make sure to change the weight (by default it's :1 which is usually too high)

๊ธฐ์—ฌ์ž

์ด์ „
Prefect illustrious XL - v2.0p
๋‹ค์Œ
DreamShaper - 6 baked vae

๋ชจ๋ธ ์„ธ๋ถ€์‚ฌํ•ญ

๋ชจ๋ธ ์œ ํ˜•

LORA

๊ธฐ๋ณธ ๋ชจ๋ธ

SD 1.5

๋ชจ๋ธ ๋ฒ„์ „

v2_offset

๋ชจ๋ธ ํ•ด์‹œ

e21b712763

ํ•™์Šต๋œ ๋‹จ์–ด

amano yoshitaka

์ œ์ž‘์ž

ํ† ๋ก 

๋Œ“๊ธ€์„ ๋‚จ๊ธฐ๋ ค๋ฉด log inํ•˜์„ธ์š”.

๋ชจ๋ธ ์ปฌ๋ ‰์…˜ - Yoshitaka Amano Style LoRA

Yoshitaka Amano Style LoRA - v2_offset ์ œ์ž‘ ์ด๋ฏธ์ง€

๋ณต์žกํ•œ ๋ฐ”์œ„ ๊ตฌ๋ฆ„ ๊ตฌ์กฐ์— ์•‰์•„ ์žˆ๋Š” ์„ฌ์„ธํ•˜๊ณ  ๋น›๋‚˜๋Š” ๋‚ ๊ฐœ๋ฅผ ๊ฐ€์ง„ ์œ ํ˜น์ ์ธ ์„œํ๋ฒ„์Šค, ๋ถ€๋“œ๋Ÿฌ์šด ๊ตฌ๋ฆ„๊ณผ ๋น›๋‚˜๋Š” ๋“ฑ๋ถˆ์ด ์žˆ๋Š” ์ •๊ตํ•œ ๋‹ฌ๋น› ํ•˜๋Š˜๋กœ ๋‘˜๋Ÿฌ์‹ธ์—ฌ ์žˆ์Œ.

์ผ๋Ÿฌ์ŠคํŠธ๋ ˆ์ด์…˜ ์ด๋ฏธ์ง€

๋น›๋‚˜๋Š” ์ˆ˜์ง ํƒ€์›Œ์™€ ์šฐ์ฃผ ๋ฐฐ๊ฒฝ์ด ์žˆ๋Š” ๋ฏธ๋ž˜ํ˜• ์„ธ๋ ˆ์Šค ์‹๋ฏผ์ง€์˜ ๊ณ ๋„๋กœ ์„ธ๋ฐ€ํ•œ ๋””์ง€ํ„ธ ํŽ˜์ธํŒ…, ์ˆ˜๋ฉด์— ๋ฐ˜์‚ฌ๋˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.
์„œ์–‘ ํŒํƒ€์ง€ ์„ค์ •์˜ ์ฃผ๊ฐ„ ํ๋ฆฐ ํ•˜๋Š˜ ์•„๋ž˜ ๋ฐ์€ ์ดˆ์›์— ํฉ์–ด์ ธ ์žˆ๋Š” ํํ—ˆ์™€ ํ•จ๊ป˜ ์ž์„ธํ•œ ๊ฝƒ๋ฐญ
๋ณ„์ด ๋น›๋‚˜๋Š” ํ•˜๋Š˜์„ ๋ฐฐ๊ฒฝ์œผ๋กœ ๋ฐ์€ ํŒŒ๋ž‘๊ณผ ์ฃผํ™ฉ ๋น›์„ ๋‚ด๋Š” ๊ฑฐ๋Œ€ํ•œ ์–‘์ž ํ…Œ๋ผํฌ๋ฐ ๊ตฌ์กฐ๋ฌผ์ด ์žˆ๋Š” ๋ฐ”์œ„ ๋Œ์ถœ๋ถ€์™€ ๋ˆˆ ๋ฎ์ธ ์ง€ํ˜•์„ ํƒํ—˜ํ•˜๋Š” ์šฐ์ฃผ๋น„ํ–‰์‚ฌ์˜ ๋ฉ‹์ง„ ๊ณต์ƒ ๊ณผํ•™ ๋””์ง€ํ„ธ ํŽ˜์ธํŒ….
๋ฌผ๊ฐ๊ณผ ํŒ”๋ ˆํŠธ ๋‚˜์ดํ”„ ๊ธฐ๋ฒ•์œผ๋กœ ์ œ์ž‘๋œ, ์•ˆ๊ฐœ์— ๋‘˜๋Ÿฌ์‹ธ์ธ ํฌ๋ฏธํ•œ ํƒ‘๊ณผ ๋Œ๊ณ„๋‹จ์„ ์˜ฌ๋ผ๊ฐ€๋Š” ์™ธ๋กœ์šด ์ธ๋ฌผ์ด ์žˆ๋Š” ๋””์ง€ํ„ธ ํŽ˜์ธํŒ….
ํŒ”๋ ˆํŠธ ๋‚˜์ดํ”„์™€ ๊ธฐ๋ฆ„-์•„ํฌ๋ฆด ๋ธŒ๋Ÿฌ์‹œ ๊ธฐ๋ฒ•์œผ๋กœ ๋ Œ๋”๋งํ•œ ์–ผ์–ด๋ถ™์€ ๋ฐฉ์— ๋ˆˆ์œผ๋กœ ๋ฎ์ธ ๋…น์Šจ ์ฃผํ™ฉ์ƒ‰ ๊ธฐ๊ด€์ฐจ์˜ ๊ทน์ ์ธ ์ŠคํŒ€ํŽ‘ํฌ ๋””์ง€ํ„ธ ํŽ˜์ธํŒ…
๊ณจ๋“ ์•„์›Œ ๋™์•ˆ ํƒœ์–‘์— ๋น›๋‚˜๋Š” ์ƒ์ƒํ•œ ๊ฝƒ๋ฐญ์—์„œ ๋จธ๋ฆฌ์™€ ํŒ”์— ๊ฝƒ์„ ๋‹จ ์—ฌ์„ฑ์˜ ์ดˆ์ƒํ™”
๋ณต์žกํ•œ ์ž์ˆ˜์™€ ํ™”๋ คํ•œ ๋ณด์„์œผ๋กœ ์žฅ์‹๋œ ์—๋ฉ”๋ž„๋“œ ๊ทธ๋ฆฐ๊ณผ ๊ธˆ์ƒ‰ ์ „ํ†ต ๋ ํ—น๊ฐ€๋ฅผ ์ž…์€ ์ธ๋„ ๊ณต์ฃผ์˜ ์ดˆ์ƒํ™”, ํ–‡๋น›์ด ์ž˜ ๋“œ๋Š” ์ฐฝ๊ฐ€์— ์„œ์„œ ํ™”๋ คํ•˜๊ฒŒ ๊พธ๋ฉฐ์ง„ ๊ถ์ „ ๋‚ด๋ถ€๋ฅผ ๋ฐฐ๊ฒฝ์œผ๋กœ ํ•ฉ๋‹ˆ๋‹ค.
๋‹จ์ˆœํ•œ ๋ฐฐ๊ฒฝ ์œ„์— ๋ณต์žกํ•œ ์งˆ๊ฐ์˜ ํ”ผ๋ถ€์™€ ํฌ๊ณ  ๋ฐ˜์‚ฌํ•˜๋Š” ๋ˆˆ์„ ๊ฐ€์ง„ ๋…น์ƒ‰ ๋„๋งˆ๋ฑ€์˜ ํด๋กœ์ฆˆ์—… ์ค‘๊ฐ„ ์ƒท.
ํ‘ธ๋ฅธ ๋ˆˆ๊ณผ ์ง™์€ ๋ถ‰์€ ์ž…์ˆ ์„ ๊ฐ€์ง„ ๊ธˆ๋ฐœ ์—ฌ์„ฑ์ด ํฐ ๋‚˜๋ฌด์™€ ๋‹ฌ ๋””์ž์ธ์ด ์žฅ์‹๋œ ๊ฒ€์€ ๋“œ๋ ˆ์Šค๋ฅผ ์ž…๊ณ , ํฌ๊ณ  ๋น›๋‚˜๋Š” ๋‹ฌ ์•„๋ž˜ ์ดˆํ˜„์‹ค์ ์ธ ์™ธ๊ณ„ ์ •์›์— ์„œ ์žˆ๋‹ค.
๋น›๋‚˜๋Š” ํŒŒ๋ž€ ๋ˆˆ๊ณผ ๋ณต์žกํ•˜๊ฒŒ ์Šคํƒ€์ผ๋ง๋œ ์งง์€ ๊ธˆ๋ฐœ ๋จธ๋ฆฌ๋ฅผ ๊ฐ€์ง„ ํƒœ์–‘ ์—ฌ์‹ ์˜ ์‚ฌ์‹ค์ ์ธ ๋””์ง€ํ„ธ ํŽ˜์ธํŒ…, ํƒœ์–‘ ์›๋ฐ˜ ํ—ฌ๋ฉง๊ณผ ํ™”๋ คํ•œ ์˜ท์„ ์ž…๊ณ  ํ•ด๋ณ€๊ณผ ๋ฐ”๋‹ค ๋ฐฐ๊ฒฝ ์•ž์— ์„œ ์žˆ์Šต๋‹ˆ๋‹ค.

์Šคํƒ€์ผ ์ด๋ฏธ์ง€

๊ฒฐ์—ฐํ•œ ํ‘œ์ •์œผ๋กœ ํ™œ์„ ๊ฒจ๋ˆ„๊ณ  ์žˆ๋Š” ํด๋ž€๋“œ ๊ถ์ˆ˜, ํด๋ž€๋“œ ๊ตญ๊ธฐ๋กœ ๋‘˜๋Ÿฌ์‹ธ์—ฌ ์žˆ์œผ๋ฉฐ ๋‹คํฌ ํŒํƒ€์ง€ ๋ฐฐ๊ฒฝ๊ณผ ๋ฆฌ๋ฐ ๋ผ์ดํŠธ๊ฐ€ ์žˆ๋Š” ๋ชจ์Šต.
๋ณ„์ด ๋น›๋‚˜๋Š” ๋ฐคํ•˜๋Š˜๊ณผ ์‚ฐ ๊ฒฝ์น˜๋ฅผ ๋ฐฐ๊ฒฝ์œผ๋กœ ๋…ธ๋ž€ ํ›„๋“œํ‹ฐ๋ฅผ ์ž…์€ ์†Œ๋…„๊ณผ ๋งˆ์ฃผ ๋ณด๊ณ  ์•ผ์™ธ์— ์„œ ์žˆ๋Š” Iron Giant ๋กœ๋ด‡์˜ 3D ๋ชจ๋ธ.
๊ณก์„ ๋ฏธ ์žˆ๋Š” ๋ชธ๋งค์™€ ์ƒ๋™๊ฐ ๋„˜์น˜๋Š” ์ž…์ˆ ์„ ๊ฐ€์ง„ ๊ฒ€์€ ๋จธ๋ฆฌ ์†Œ๋…€์˜ ์—ญ๋™์ ์ด๊ณ  ์ถ”์ƒ์ ์ธ ์ž‰ํฌ์™€ ๋ถ„ํ•„ ๊ตฌ์„ฑ์˜ ์ƒ์„ธ ์ผ๋Ÿฌ์ŠคํŠธ๋ ˆ์ด์…˜
์ƒ์ƒํ•œ ์„์–‘ ํ•˜๋Š˜์— ์ฃผํ™ฉ์ƒ‰๊ณผ ๋ถ‰์€ ๊ตฌ๋ฆ„์ด ํŽผ์ณ์ง€๊ณ , ๋จผ ์‚ฐ๊ณผ ๋ถ€๋“œ๋Ÿฝ๊ฒŒ ๋น›๋‚˜๋Š” ๋‹ฌ์ด ์žˆ๋Š” ๋ฐฐ๊ฒฝ์—์„œ, ๋น„ํ‹€๋ฆฌ๊ณ  ์žŽ์ด ์—†๋Š” ๋‚˜๋ฌด ๊ฐ€์ง€์— ์•‰์•„ ์žˆ๋Š” ๊ฒ€์€ ๊นŒ๋งˆ๊ท€์˜ ์„ธ๋ฐ€ํ•œ ์œ ํ™”.
๋ถˆํƒ€๋Š” ๋ˆˆ๊ณผ ์•…๋งˆ ๊ฐ™์€ ๋ฏธ์†Œ๋ฅผ ๊ฐ€์ง„ ๊ด€๋Šฅ์ ์ธ ์ Š์€ ์—ฌ์„ฑ์˜ ํด๋กœ์ฆˆ์—… ์ดˆ์ƒํ™”๋กœ, ๋ถˆํƒ€๋Š” ์ฃผํ™ฉ์ƒ‰๊ณผ ๊ฒ€์ • ์ˆฏ ์งˆ๊ฐ์ด ์–ด์šฐ๋Ÿฌ์ง„ ๊ณ ๋”• ํ’์˜ ์–ด๋‘์šด ์Šคํƒ€์ผ๋กœ ํ‘œํ˜„๋˜์—ˆ์Šต๋‹ˆ๋‹ค.
๊ด‘ํƒ ์žˆ๋Š” ๋ฐ”๋‹ฅ์—์„œ ๋ฆฌ๋ณธ๊ณผ ๊ฝƒ์žŽ์ด ํฉ์–ด์ ธ ์žˆ๋Š” ๊ณณ์— ์ฃผ๋ฆ„ ์Šค์ปคํŠธ๋ฅผ ์ž…์€ ๋ณด๋ผ์ƒ‰ ๋จธ๋ฆฌ์˜ ๋ฐœ๋ ˆ๋ฆฌ๋‚˜ ์ „์‹  ์‚ฌ์ง„.
์œ ์›์ง€์—์„œ ๊ฒ€์€ ๋ฏธ๋‹ˆ ๋“œ๋ ˆ์Šค๋ฅผ ์ž…๊ณ  ์งง์€ ํŒŒ๋ž€ ๋จธ๋ฆฌ๋ฅผ ํ•œ ์—ฌ์„ฑ.
์ˆ˜๊ณต์˜ˆ ๊ฑฐ์‹ค์—์„œ ๋™๋ฌผ ๋ฌด๋Šฌ ๋ ˆ๊น…์Šค์™€ ์ƒˆํ‹ด ์บ๋ฏธ์†”์„ ์ž…์€ ์—ฌ์„ฑ.
๊ธˆ์ƒ‰ ์•ตํด ๋ถ€์ธ ์™€ ๋ฉ€ํ‹ฐ์ปฌ๋Ÿฌ ๋“œ๋ ˆ์Šค๋ฅผ ์ฐฉ์šฉํ•œ ํ•˜๋ฐ˜์‹ .
ํฌ๋‹ˆํ…Œ์ผ๋กœ ๋ฌถ์€ ๊ฒ€์€ ๋จธ๋ฆฌ๋ฅผ ๊ฐ€์ง„ ์Šคํƒ€์ผ๋ฆฌ์‹œํ•œ ์• ๋‹ˆ๋ฉ” ์†Œ๋…€๊ฐ€ ํฐ์ƒ‰ ์…”์ธ , ๋นจ๊ฐ„์ƒ‰ ํ•˜์ด์›จ์ด์ŠคํŠธ ๋ฐ”์ง€, ๊ฒ€์€์ƒ‰ ์žฌํ‚ท์„ ์ž…๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. Stable Diffusion์„ ์‚ฌ์šฉํ•˜์—ฌ AI๋กœ ์ƒ์„ฑ๋œ ์ด๋ฏธ์ง€์ž…๋‹ˆ๋‹ค.

์ „ํ†ต์ ์ธ ์ด๋ฏธ์ง€

์–ด๊นจ ๊ธธ์ด ๊ฒ€์€ ๋จธ๋ฆฌ๋ฅผ ๊ฐ€์ง„ ์• ๋‹ˆ ์Šคํƒ€์ผ ์—ฌ์„ฑ, ๋น›๋‚˜๋Š” ๋ฌด์ง€๊ฐœ์ƒ‰ ๊ฐ€ํƒ€๋‚˜๋ฅผ ๋“ค๊ณ  ์ „ํ†ต์ ์ธ ํฐ์ƒ‰ ๊ธฐ๋ชจ๋…ธ์— ํ™”๋ คํ•œ ๊ฝƒ๋ฌด๋Šฌ๊ฐ€ ์žฅ์‹๋˜์–ด ์žˆ์Œ.
ํ”„๋ Œ์น˜ ๋ธŒ๋ ˆ์ด๋“œ์™€ ๋ฒˆ ์Šคํƒ€์ผ์˜ ์• ์‰ฌ ๋ธ”๋ก ๋“œ ๋จธ๋ฆฌ๋ฅผ ํ•œ ์†Œ๋…€์˜ ํด๋กœ์ฆˆ์—… ์‚ฌ์ง„์œผ๋กœ, ํฐ ๋‹จ์ถ”๊ฐ€ ์žˆ๋Š” ์ „ํ†ต ์˜์ƒ์„ ์ž…๊ณ  ์‹ค๋‚ด ๋Œ€์„ฑ๋‹น์—์„œ ์†์„ ํ”๋“ค๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.
ํ…์Šค์ฒ˜๊ฐ€ ์žˆ๋Š” ๋ฒ ์ด์ง€ ๋ฐฐ๊ฒฝ ์œ„์— ์—ฌ๋Ÿฌ ๊ฐœ์˜ ์‹ ๋น„๋กœ์šด ํฐ ๋ˆˆ์ด ํ๋ฅด๋Š” ๊ธด ๊ผฌ๋ฆฌ์— ๊ทธ๋ ค์ง„ ์น˜์•„๋กœ์Šค์ฟ ๋กœ ์Šคํƒ€์ผ์˜ ๊ฒ€์€ ๊ณ ์–‘์ด.
ํ•œ๋ณต ํฐ์˜ท์„ ์ž…์€ ์—ฌ์„ฑ์ด ๊ฐ€์„๋ฐค ๋‹ฌ๋น› ์•„๋ž˜ ๋Œ ๋ฒค์น˜์— ์•‰์•„ ๋ฉ€๋ฆฌ ์šฐ์šธํ•œ ๋ˆˆ๋น›์œผ๋กœ ๋ฐ”๋ผ๋ณด๊ณ  ์žˆ์œผ๋ฉฐ, ๊ธด ๋จธ๋ฆฌ๋Š” ๋ฐ”๋žŒ์— ์‚ด์ง ํฉ๋‚ ๋ฆฌ๊ณ  ์žˆ๋‹ค.
๊ฝƒ๋ฌด๋Šฌ ์ž์ˆ˜์™€ ์‹œ์Šค๋ฃจ ์†Œ๋งค๊ฐ€ ์žˆ๋Š” ์˜คํ”„์ˆ„๋” ์ž์ˆ˜ ์›จ๋”ฉ๋“œ๋ ˆ์Šค๋ฅผ ์ž…์€ ์ผ๋ณธ ์†Œ๋…€์˜ ํฌํ† ๋ฆฌ์–ผ๋ฆฌ์Šคํ‹ฑ ์ดˆ์ƒํ™”
๋ฐ์ด์ง€ ๋“คํŒ์— ์„œ ์žˆ๋Š” ๊ธด ๊ณฑ์Šฌ๋จธ๋ฆฌ์˜ ๋นจ๊ฐ„ ๋จธ๋ฆฌ ์—ฌ์„ฑ, ํฐ์ƒ‰ ๋น…ํ† ๋ฆฌ์•„ ๋“œ๋ ˆ์Šค ์ฐฉ์šฉ. Stable Diffusion์œผ๋กœ ์ƒ์„ฑ๋œ AI ์ด๋ฏธ์ง€.
๋ˆˆ ๋ฎ์ธ ์ˆฒ ์† ๋ชจ๋‹ฅ๋ถˆ ์˜†์— ์•‰์•„ ์žˆ๋Š” ๊ฒจ์šธ ๋ณต์žฅ์˜ ๋‘ ์• ๋‹ˆ๋ฉ” ์Šคํƒ€์ผ ์บ๋ฆญํ„ฐ. Stable Diffusion์„ ์‚ฌ์šฉํ•˜์—ฌ AI๊ฐ€ ์ƒ์„ฑํ•œ ์ด๋ฏธ์ง€.
Stable Diffusion์„ ์‚ฌ์šฉํ•˜์—ฌ ์ƒ์„ฑ๋œ AI ์ด๋ฏธ์ง€๋กœ, ๊ธด ๊ฒ€์€์ƒ‰๊ณผ ๋นจ๊ฐ„์ƒ‰ ๋จธ๋ฆฌ๋ฅผ ๊ฐ€์ง„ ์—ฌ์„ฑ ์‚ฌ๋ฌด๋ผ์ด๊ฐ€ ์ „ํ†ต์ ์ธ ๊ฒ€์ • ๋ฐ ๋นจ๊ฐ• ์˜์ƒ์„ ์ž…๊ณ  ํŒŒ๊ณ ๋‹ค ์•ž์— ์„œ ์žˆ์œผ๋ฉฐ ์—ญ๋™์ ์ธ ํ•˜๋Š˜ ๋ฐฐ๊ฒฝ์ด ์žˆ์Šต๋‹ˆ๋‹ค.
Stable Diffusion์„ ์‚ฌ์šฉํ•ด ๋งŒ๋“  ๋…น์ƒ‰๊ณผ ํฌ๋ฆผ์ƒ‰ ์‚ฌ๋ฆฌ๋ฅผ ์ž…์€ ์ „ํ†ต ์ธ๋„ ์—ฌ์„ฑ.
Stable Diffusion์„ ์‚ฌ์šฉํ•ด ์ƒ์„ฑ๋œ AI ์ด๋ฏธ์ง€๋กœ, ์ „ํ†ต์ ์ธ ๋…น์ƒ‰๊ณผ ํฐ์ƒ‰ ์‚ฌ๋ฆฌ๋ฅผ ์ž…๊ณ  ๋จธ๋ฆฌ๋ฅผ ๋•‹์•˜์œผ๋ฉฐ ์ „ํ†ต ์žฅ์‹ ๊ตฌ๋ฅผ ์ฐฉ์šฉํ•œ ์—ฌ์„ฑ์˜ ๋ชจ์Šต

์ˆ˜์ฑ„ํ™” ์ด๋ฏธ์ง€

์–ด๋‘์šด ๋จธ๋ฆฌ์™€ ๋นจ๊ฐ„ ๋จธ๋ฆฌ๋ ๋ฅผ ํ•œ ์—ฌ์„ฑ์ด ๋นจ๊ฐ„์ƒ‰๊ณผ ํฐ์ƒ‰ ์ฒดํฌ ๋ฏธ๋‹ˆ ๋“œ๋ ˆ์Šค์™€ ๊ฒ€์€ ๋ฐ”์ด์ปค ๋ถ€์ธ ๋ฅผ ์‹ ๊ณ  ๋ฐค์— ์ฝ˜ํฌ๋ฆฌํŠธ ๋‚œ๊ฐ„์— ์•‰์•„ ์žˆ์œผ๋ฉฐ, ๋ฐฐ๊ฒฝ์—๋Š” ์งˆ๊ฐ ์žˆ๋Š” ๋„์‹œ ๋ฒฝ๊ณผ ๋„์‹œ ๋ถˆ๋น›์ด ์žˆ์Šต๋‹ˆ๋‹ค.
๊ตฐ์šฉ ํ•˜ํ”„ํŠธ๋ž™๊ณผ ๋ณ‘์‚ฌ, ๋Œ€๊ณตํฌ, ์—ฐ๊ธฐ, ์ˆฒ ๋ฐฐ๊ฒฝ์ด ์žˆ๋Š” ์ œ2์ฐจ ์„ธ๊ณ„ ๋Œ€์ „ ์ „์žฅ์˜ ์ˆ˜์ฑ„ํ™” ๊ทธ๋ฆผ
๋ชฝํ™˜์ ์ธ ์ˆ˜์ฑ„ํ™” ์Šคํƒ€์ผ๋กœ ๊ทธ๋ ค์ง„, ์„ ๋ช…ํ•œ ํŒŒ๋ž€ ๋ˆˆ๊ณผ ๋ถ€๋“œ๋Ÿฌ์šด ๋ถ„ํ™์ƒ‰ ๋ฆฌ์‹œ์•ˆ์„œ์Šค ๊ฝƒ์œผ๋กœ ์žฅ์‹๋œ ์ง™์€ ์ƒ‰๊ณผ ํฐ์ƒ‰์ด ์„ž์ธ ๋จธ๋ฆฌ์นด๋ฝ์„ ๊ฐ€์ง„ ์†Œ๋…€์˜ ์ดˆ์ƒํ™”์ž…๋‹ˆ๋‹ค.
์šฐ์ค‘์ถฉํ•œ ๊ฐˆ์ƒ‰ ๋จธ๋ฆฌ๋ฅผ ํฌ๋‹ˆํ…Œ์ผ๋กœ ๋ฌถ๊ณ  ๋…น์ฒญ์ƒ‰ ์šฐ๋น„, ์ฐข์–ด์ง„ ์ฒญ๋ฐ”์ง€, ๊ฐ€์ฃฝ ๋ถ€์ธ ๋ฅผ ์ฐฉ์šฉํ•œ ์—ฌ์„ฑ์ด ์ฐจ๊ฐ€์šด ๊ณต๊ธฐ ์†์—์„œ ์ˆจ๊ฒฐ์ด ๋ณด์ด๋Š” ์•ˆ๊ฐœ ๋‚€ ๊ฐ•๊ฐ€ ํฐ ๋ฐ”์œ„์— ์‚ฌ์ƒ‰์ ์œผ๋กœ ์•‰์•„ ์žˆ์Šต๋‹ˆ๋‹ค.
๋ ˜๋ธŒ๋ž€ํŠธ ์Šคํƒ€์ผ๋กœ ๊ทธ๋ ค์ง„ ์ฐฝ๋ฐฑํ•œ ํ”ผ๋ถ€์™€ ๋ถ‰์€ ๋จธ๋ฆฌ์นด๋ฝ, ๊ฒ€์€ ์ฝ”๋ฅด์…‹ ๋“œ๋ ˆ์Šค์™€ ์€์ƒ‰ ๋จธ๋ฆฌ๋ ๋ฅผ ํ•œ ์Šฌํ”ˆ ๊ณต์ฃผ์˜ ์ดˆํ˜„์‹ค์  ๋ฐ˜์‹  ์ดˆ์ƒํ™”
๋ถ€๋“œ๋Ÿฌ์šด ๋ณด๋ผ์ƒ‰๊ณผ ๋…น์ƒ‰์˜ ๋ผ๋ฒค๋” ๊ฝƒ์„ ์˜ˆ์ˆ ์ ์ด๊ณ  ์„ฌ์„ธํ•˜๋ฉฐ ์ฒœ์ƒ์˜ ์Šคํƒ€์ผ๋กœ ํ‘œํ˜„ํ•œ ์ถ”์ƒ ์ˆ˜์ฑ„ํ™” ๊ทธ๋ฆผ.
๋…ธ๋ž€ ๊ฝƒ์žŽ๊ณผ ์–ด๋‘์šด ์ค‘์‹ฌ์„ ๊ฐ€์ง„ ํ•ด๋ฐ”๋ผ๊ธฐ์˜ ์ถ”์ƒ ์ˆ˜์ฑ„ํ™” ๊ทธ๋ฆผ์œผ๋กœ, ๋ถ€๋“œ๋Ÿฌ์šด ์˜ˆ์ˆ ์ ์ด๊ณ  ์‹๋ฌผํ•™์  ์Šคํƒ€์ผ์„ ๋‹ด๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.
๋ถ„ํ™์ƒ‰๊ณผ ๋นจ๊ฐ„์ƒ‰ ์ƒ‰์กฐ๊ฐ€ ํŠน์ง•์ด๋ฉฐ ์„ธ๋ฐ€ํ•œ ๋ถ€๋ฆฌ์™€ ๋ถ€๋“œ๋Ÿฌ์šด ๋ฌผ๊ฐ ๋ฐฉ์šธ์ด ํ‘œํ˜„๋œ ์ˆ˜์ฑ„ํ™” ์Šคํƒ€์ผ์˜ ํ”Œ๋ผ๋ฐ๊ณ  ์ถ”์ƒ ์˜ˆ์ˆ  ํ‘œํ˜„.
Paul Lovering๊ณผ Antonio J. Manzanedo์—๊ฒŒ ์˜๊ฐ์„ ๋ฐ›์€ ์ถ”์ƒ ์˜ˆ์ˆ  ์Šคํƒ€์ผ๋กœ ๋ Œ๋”๋ง๋œ ํŒ”์ฝ˜์ด ์•‰์•„์žˆ๋Š” ์ˆ˜์ฑ„ํ™” ๊ทธ๋ฆผ.
๋“œ๋ผ๋งˆํ‹ฑํ•˜๊ณ  ๊ฐ•ํ•œ ๋Œ€๋น„ ์กฐ๋ช… ์•„๋ž˜ ๋น›๋‚˜๋Š” ๊ธˆ๋ฐœ ๋จธ๋ฆฌ์˜ ์—˜ํ”„ ์ธ์ œ๋‰ด๊ฐ€ ์—ฐ๋ชป ๋™๊ตด ์˜†์— ์•‰์•„์žˆ๋Š” ๋น›๋‚˜๋Š” ์ˆ˜์ฑ„ํ™” ์ดˆ์ƒํ™”, ์œ ๋ น๊ฐ™์€ ๋น›๊ณผ ์ธ๊ด‘ ๋ฌผ๊ณ ๊ธฐ๊ฐ€ ์ฃผ๋ณ€์„ ๊ฐ์‹ธ๊ณ  ์žˆ์Œ.