๋ถ€๋“œ๋Ÿฌ์šด ์ž์—ฐ ํ–‡๋น› ์•„๋ž˜ ํฐ ์น˜๋งˆ์™€ ์—ฐํ•œ ํŒŒ๋ž€์ƒ‰ ๊ฝƒ๋ฌด๋Šฌ ์ƒ์˜๋ฅผ ์ž…์€ ๊ธด ๊ฒ€์€ ๋จธ๋ฆฌ ์†Œ๋…€๊ฐ€ ์ƒ๊ธฐ ๋„˜์น˜๋Š” ๊ฐ€์„ ๊ฝƒ๋ฐญ์— ๋ˆ„์›Œ ์žˆ์Šต๋‹ˆ๋‹ค.
๋ฐ˜ํˆฌ๋ช… ์ƒˆํ‹ด ๋“œ๋ ˆ์Šค๋ฅผ ์ž…๊ณ  ํํŠธ๋Ÿฌ์ง„ ๋ฒˆ ํ—ค์–ด์Šคํƒ€์ผ์„ ํ•œ ์ Š์€ ํŒจ์…˜ ๋ชจ๋ธ์ด ๋”ฐ๋œปํ•œ ๋ ˜๋ธŒ๋ž€ํŠธ ์กฐ๋ช… ์•„๋ž˜ ์œค๊ธฐ ๋‚˜๋Š” ์ž…์ˆ ๊ณผ ๋ถ€๋“œ๋Ÿฌ์šด ์–ผ๊ตด ํŠน์ง•์„ ๊ฐ•์กฐํ•˜๋ฉฐ ์„ธ๋ จ๋˜๊ฒŒ ํฌ์ฆˆ๋ฅผ ์ทจํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.
๊ฝƒ๋ฌด๋Šฌ ๊ธฐ๋ชจ๋…ธ์™€ ๋ถ„ํ™์ƒ‰ ๋จธ๋ฆฌ ์žฅ์‹์„ ์ฐฉ์šฉํ•˜๊ณ  ์ฐจ๋ถ„ํ•œ ํ‘œ์ •์œผ๋กœ ์‹ค๋‚ด์— ์•‰์•„ ์žˆ๋Š” ์ Š์€ ์ผ๋ณธ ์†Œ๋…€์˜ ์ดˆ์ƒํ™”.
์–ด๋‘์šด ๋ฐฐ๊ฒฝ์„ ๋ฐฐ๊ฒฝ์œผ๋กœ ์ •๊ตํ•œ ๋ฌด๋Šฌ๊ฐ€ ์žˆ๋Š” ๋…ธ๋ž€ ๋ ˆ์ด์Šค ๋ฒ ์ผ์„ ์“ฐ๊ณ  ๋…น์ƒ‰ ๋ˆˆ๊ณผ ์ฃผ๊ทผ๊นจ๊ฐ€ ์žˆ๋Š” ์‹ ๋น„๋กœ์šด ์—ฌ์„ฑ์˜ ์‚ฌ์‹ค์ ์ธ ์ดˆ์ƒํ™”.
์„์–‘๊ณผ ๊ฐ€์„ ๋‚˜๋ฌด๊ฐ€ ๋ณด์ด๋Š” ํ• ๋กœ์œˆ ์žฅ์‹ ์† ๋นจ๊ฐ„ ์žฌํ‚ท๊ณผ ํฐ์ƒ‰ ์น˜๋งˆ๋ฅผ ์ž…์€ ์—ฌ์„ฑ.
๋ฐ•์ฅ ์™•๊ด€๊ณผ ํ•ด๊ณจ ์™•์ขŒ ์œ„์— ํ๋ฅด๋Š” ๊ฒ€์€ ๋“œ๋ ˆ์Šค๋ฅผ ์ž…์€ ์„ฑ์ˆ™ํ•œ ์—ฌ์„ฑ์˜ ์šฐ์•„ํ•œ ๋‹คํฌ๋‹ˆ์Šค ์—ฌ์™• ์ดˆ์ƒ.
ํ˜„๋Œ€์ ์ธ ํŒจ์…˜ ์˜์ƒ์„ ์ž…๊ณ  ์งง๊ณ  ์›จ์ด๋ธŒ์ง„ ๊ธˆ๋ฐœ ๋จธ๋ฆฌ์™€ ์ƒ๋™๊ฐ ์žˆ๋Š” ๋ฉ”์ดํฌ์—…์„ ํ•œ ์—ฌ์„ฑ. Stable Diffusion์„ ์‚ฌ์šฉํ•˜์—ฌ AI๊ฐ€ ์ƒ์„ฑํ•จ.
์ œ๊ตญ ๋ฐฐ๋„ˆ๊ฐ€ ๋ฐฐ๊ฒฝ์— ์žˆ๋Š” ์ •๊ตํ•œ ์ค‘์„ธ ๊ฐ‘์˜ท์„ ์ž…์€ ์—ฌ์ž ์ „์‚ฌ, Stable Diffusion์„ ์‚ฌ์šฉํ•˜์—ฌ AI๊ฐ€ ์ƒ์„ฑํ•จ.
๊ธˆ์ƒ‰๊ณผ ํŒŒ๋ž€์ƒ‰ ๊ธˆ์† ๋ชธ์ฒด๋ฅผ ๊ฐ€์ง„ ์ŠคํŒ€ํŽ‘ํฌ ์Šคํƒ€์ผ์˜ R2-D2, ์ •๊ตํ•œ ๊ธฐ๊ณ„๋“ค์ด ์žˆ๋Š” ๋นˆํ‹ฐ์ง€ ๋ฐฉ์— ๋ฐฐ์น˜๋จ. Stable Diffusion์„ ์‚ฌ์šฉํ•ด AI ์ƒ์„ฑ๋œ ์ด๋ฏธ์ง€.
์ •๊ตํ•œ ์ค‘์„ธ ๊ฐ‘์˜ท์„ ์ž…์€ ์–ด๋‘์šด ๋จธ๋ฆฌ์˜ ํŒํƒ€์ง€ ์—ฌ์„ฑ ์ „์‚ฌ๊ฐ€ ์ „์žฅ ํ•œ๊ฐ€์šด๋ฐ์„œ ๊ฒ€์„ ๋“ค๊ณ  ์„œ ์žˆ์Šต๋‹ˆ๋‹ค. ๋ณ‘์‚ฌ์™€ ๊นƒ๋ฐœ์„ ๋ฐฐ๊ฒฝ์œผ๋กœ ํ•˜์—ฌ Stable Diffusion์„ ์‚ฌ์šฉํ•œ AI ์ƒ์„ฑ ์ด๋ฏธ์ง€์ž„์„ ๊ฐ•์กฐํ•ฉ๋‹ˆ๋‹ค.
stable diffusion์„ ์‚ฌ์šฉํ•ด ์ƒ์„ฑ๋œ AI ์ด๋ฏธ์ง€๋กœ, ์งง์€ ๊ธˆ๋ฐœ ๋จธ๋ฆฌ๋ฅผ ํ•œ ์—ฌ์„ฑ์€ ์ŠคํŒ€ํŽ‘ํฌ์™€ ๊ณ ๋”• ํŒจ์…˜์„ ์ž…๊ณ  ์žฅ์‹์ด ๋งŽ์€ ๋ณด์„๊ณผ ๊ฒ€์€ ๋ ˆ์ด์Šค ์ƒ์˜๋ฅผ ์ฐฉ์šฉํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.
์งง์€ ๊ธˆ๋ฐœ ๋จธ๋ฆฌ๋ฅผ ๊ฐ€์ง„ ๊ณ ๊ท€ํ•ด ๋ณด์ด๋Š” ์—ฌ์„ฑ์ด ๊ธˆ์†๊ณผ ๋ฌด์ง€๊ฐฏ๋น› ์š”์†Œ๊ฐ€ ํฌํ•จ๋œ ์ •๊ตํ•˜๊ณ  ํ™”๋ คํ•œ ๋ฏธ๋ž˜ํ˜• ์˜์ƒ์„ ์ž…๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. Stable Diffusion์„ ์‚ฌ์šฉํ•ด AI๊ฐ€ ์ƒ์„ฑํ•จ.

์ถ”์ฒœ ๋„ค๊ฑฐํ‹ฐ๋ธŒ ํ”„๋กฌํ”„ํŠธ

realisticvision-negative-embedding

(semi-realistic,cgi,3d,render,sketch,cartoon,drawing,anime:1.4),text,close up,cropped,out of frame,worst quality,low quality,jpeg artifacts,ugly,duplicate,morbid,mutilated,extra fingers,mutated hands,by realisticvision-negative-embedding,poorly drawn hands,poorly drawn face,mutation,deformed,blurry,dehydrated,bad anatomy,bad proportions,extra limbs,cloned face,disfigured,gross proportions,malformed limbs,missing arms,missing legs,extra arms,extra legs,fused fingers,too many fingers,long neck

์ถ”์ฒœ ๋งค๊ฐœ๋ณ€์ˆ˜

samplers

Euler a

steps

25

cfg

7

resolution

384x640

other models

realisticVisionV20_v20 (c0d1994c73)

์ถ”์ฒœ ๊ณ ํ•ด์ƒ๋„ ๋งค๊ฐœ๋ณ€์ˆ˜

upscaler

Latent

upscale

1.5

denoising strength

0.5

ํŒ

์ด ์ž„๋ฒ ๋”ฉ์„ ์‚ฌ์šฉํ•˜๋ ค๋ฉด ๋‹ค์šด๋กœ๋“œํ•˜์—ฌ embeddings ํด๋”์— ์ €์žฅํ•œ ๋’ค, ํ™•์žฅ์ž ์—†์ด ํŒŒ์ผ ์ด๋ฆ„์„ ๋„ค๊ฑฐํ‹ฐ๋ธŒ ํ”„๋กฌํ”„ํŠธ์— ์ž…๋ ฅํ•ด ํ™œ์„ฑํ™”ํ•˜์„ธ์š”.

๋ฒ„์ „ ํ•˜์ด๋ผ์ดํŠธ

5230์žฅ 512x768 ์ด๋ฏธ์ง€์— ๋Œ€ํ•ด 5342 ์Šคํ… ๋™์•ˆ ํ›ˆ๋ จํ–ˆ์œผ๋ฉฐ(์ค‘๋‹จ ์‹œ์ ์„ ์กฐ๊ธˆ ๋Šฆ๊ฒŒ ์žก์•˜์Šต๋‹ˆ๋‹ค), ๊ธฐ๋ณธ ํ•™์Šต๋ฅ ์€ 0.005, ๋ฐฐ์น˜ ํฌ๊ธฐ๋Š” 1, ๊ทธ๋ž˜๋””์–ธํŠธ๋Š” 1, 500 ์Šคํ… ์ฃผ๊ธฐ๋ฅผ ๊ฐ€์ง„ CosingAnnealingWarmupRestarts ์Šค์ผ€์ค„๋Ÿฌ๊ฐ€ ํ™œ์„ฑํ™”๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ๊ณ ๊ธ‰ adamW ํŒŒ๋ผ๋ฏธํ„ฐ ์˜ต์…˜๋„ ํ™œ์„ฑํ™”ํ–ˆ์ง€๋งŒ ์ถ”๊ฐ€๋กœ ์กฐ์ •ํ•˜์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค. ์บก์…˜์€ ๋งŒ๋“ค๊ฑฐ๋‚˜ ์‚ฌ์šฉํ•˜์ง€ ์•Š์•˜๊ณ , style.txt๋ฅผ ํ”„๋กฌํ”„ํŠธ ํ…œํ”Œ๋ฆฟ ํŒŒ์ผ๋กœ ์‚ฌ์šฉํ–ˆ์Šต๋‹ˆ๋‹ค. xformers๋ฅผ ๋„๊ธฐ๋กœ ๊ฒฐ์ •ํ•ด 512x768 ํ•ด์ƒ๋„์—์„œ ๋ฐฐ์น˜ ํฌ๊ธฐ 1๋งŒ ์ฒ˜๋ฆฌํ•  ์ˆ˜ ์žˆ์–ด์„œ 1 ๋ฐฐ์น˜๋งŒ ์‹คํ–‰ํ–ˆ์Šต๋‹ˆ๋‹ค. ์‚ฌ์šฉํ•œ ํ›ˆ๋ จ์šฉ ํ™•์žฅ์ž๋Š” ์ด๊ฒƒ์ž…๋‹ˆ๋‹ค.

ํ›ˆ๋ จ ์ด๋ฏธ์ง€ ์ฝ˜ํ…์ธ  ๋ฌธ์ œ๋กœ ์ด๋ฏธ์ง€๋ฅผ ์—…๋กœ๋“œํ•˜์ง€ ์•Š๊ณ , ๋Œ€์‹  ํ›ˆ๋ จ ์ด๋ฏธ์ง€ ํ”„๋กฌํ”„ํŠธ๋ฅผ ์–ป์€ Reddit ๊ฒŒ์‹œ๋ฌผ ๋งํฌ๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค: ๋งํฌ. ํ›ˆ๋ จ ์ด๋ฏธ์ง€๋ฅผ ์ƒ์„ฑํ•˜๋ ค๋ฉด, ๋„ค๊ฑฐํ‹ฐ๋ธŒ ํ”„๋กฌํ”„ํŠธ๋ฅผ ํฌ์ง€ํ‹ฐ๋ธŒ์— ๋„ฃ๊ณ , ํฌ์ง€ํ‹ฐ๋ธŒ๋ฅผ ๋„ค๊ฑฐํ‹ฐ๋ธŒ์— ๋„ฃ์€ ํ›„ ๋ชจ๋“  ์ฃผ์ œ ๊ด€๋ จ ๋‹จ์–ด๋ฅผ ์ œ๊ฑฐํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. ๋‚˜๋จธ์ง€ ํŒŒ๋ผ๋ฏธํ„ฐ๋Š” ์Šคํ… ์ˆ˜, cfg, ์ƒ˜ํ”Œ๋Ÿฌ ๋“ฑ ๋™์ผํ•˜๊ฒŒ ์œ ์ง€ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

์ด๊ฒƒ์€ Realistic Vision v2.0 ๋ชจ๋ธ์šฉ 75 ํ† ํฐ ๋„ค๊ฑฐํ‹ฐ๋ธŒ ์ž„๋ฒ ๋”ฉ์ž…๋‹ˆ๋‹ค. ํ”„๋กฌํ”„ํŠธ ์‹œ ๋ณด๋‹ค ํ˜„์‹ค์ ์ธ ์ด๋ฏธ์ง€๋ฅผ ์–ป๋Š” ๋ฐ ๋„์›€์ด ๋  ๊ฒƒ์ž…๋‹ˆ๋‹ค. ๋ชจ๋“  ํ›ˆ๋ จ ์ด๋ฏธ์ง€๋Š” ํ•ด๋‹น ๋ชจ๋ธ์—์„œ ์ƒ์„ฑ๋˜์—ˆ์œผ๋ฉฐ, ํ›ˆ๋ จ ๋˜ํ•œ ํ•ด๋‹น ๋ชจ๋ธ์—์„œ ์ˆ˜ํ–‰๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์ด ์ž„๋ฒ ๋”ฉ์€ ๋‹ค๋ฅธ ๋ชจ๋ธ์—์„œ๋„ ์ž‘๋™ํ•  ๊ฐ€๋Šฅ์„ฑ์ด ์žˆ์ง€๋งŒ, ์ €๋Š” ๋‹ค๋ฅธ ๋ชจ๋ธ์— ๋Œ€ํ•ด์„œ๋Š” ํ…Œ์ŠคํŠธํ•˜์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค.

์ด ์ž„๋ฒ ๋”ฉ์„ ์‚ฌ์šฉํ•˜๋ ค๋ฉด ๋‹ค์šด๋กœ๋“œํ•˜์—ฌ embeddings ํด๋”์— ๋„ฃ๊ณ , ๋„ค๊ฑฐํ‹ฐ๋ธŒ ํ”„๋กฌํ”„ํŠธ์—์„œ ์ž„๋ฒ ๋”ฉ ํŒŒ์ผ ์ด๋ฆ„์„ ํƒ€์ดํ•‘ํ•˜์—ฌ ํ™œ์„ฑํ™”ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. ๊ธฐ๋ณธ๊ฐ’์€ "realisticvision-negative-embedding"์ž…๋‹ˆ๋‹ค(๋„ค๊ฑฐํ‹ฐ๋ธŒ ํ”„๋กฌํ”„ํŠธ์— ํŒŒ์ผ ํ™•์žฅ์ž๋Š” ์ž…๋ ฅํ•˜์ง€ ๋งˆ์‹ญ์‹œ์˜ค). ์ด ํ™œ์„ฑํ™” ๋ฌธ๊ตฌ๊ฐ€ ๋งˆ์Œ์— ๋“ค์ง€ ์•Š์œผ๋ฉด ํŒŒ์ผ ์ด๋ฆ„์„ ์›ํ•˜๋Š” ๋Œ€๋กœ ๋ฐ”๊ฟ€ ์ˆ˜ ์žˆ์œผ๋ฉฐ, ๊ทธ ์ด๋ฆ„์ด ์ƒˆ ํ™œ์„ฑํ™” ๋ฌธ๊ตฌ๊ฐ€ ๋ฉ๋‹ˆ๋‹ค.

์ด์ „
New Negative - v16
๋‹ค์Œ
Pyros NSFW SDXL - v05

๋ชจ๋ธ ์„ธ๋ถ€์‚ฌํ•ญ

๋ชจ๋ธ ์œ ํ˜•

TextualInversion

๊ธฐ๋ณธ ๋ชจ๋ธ

SD 1.5

๋ชจ๋ธ ๋ฒ„์ „

v1.0

๋ชจ๋ธ ํ•ด์‹œ

5511b02e26

ํ•™์Šต๋œ ๋‹จ์–ด

realisticvision-negative-embedding

์ œ์ž‘์ž

ํ† ๋ก 

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

๋ชจ๋ธ ์ปฌ๋ ‰์…˜ - Negative Embedding for Realistic Vision v20

Negative Embedding for Realistic Vision v20 - v10 ์ œ์ž‘ ์ด๋ฏธ์ง€

embedding ์ด๋ฏธ์ง€