์ž์—ฐ๊ด‘์ด ๋“ค์–ด์˜ค๋Š” ์‹ค๋‚ด์—์„œ ๊ธด ๊ฒ€์€ ๋จธ๋ฆฌ์™€ ๋ถ€๋“œ๋Ÿฌ์šด ํ‘œ์ •์„ ๊ฐ€์ง„ ์ Š์€ ์—ฌ์„ฑ์˜ ์ดˆ์ƒํ™”.
๋ถ€๋“œ๋Ÿฝ๊ฒŒ ์ปฌ์ด ์ง„ ๋จธ๋ฆฌ์— ํŒŒ๋ž€ ์žฌํ‚ท๊ณผ ๋ฒ ์ด์ง€์ƒ‰ ์ƒ์˜๋ฅผ ์ž…์€ ์ Š์€ ์†Œ๋…€์˜ ์ž์—ฐ๊ด‘ ์‹ค๋‚ด ์ดˆ์ƒ
์ฒญ๋ฐ”์ง€ ์žฌํ‚ท๊ณผ ํฐ์ƒ‰ ํ‹ฐ์…”์ธ ๋ฅผ ์ž…๊ณ  ๋„์‹œ ์•ผ์™ธ ํ™˜๊ฒฝ์—์„œ ์Šค๋งˆํŠธํฐ์„ ๋“ค๊ณ  ์žˆ๋Š” ์ Š์€ ์†Œ๋…€.
ํ‰๋ฒ”ํ•œ ๋ฐฐ๊ฒฝ ์•ž์—์„œ ์ž์—ฐ์Šค๋Ÿฝ๊ณ  ๋ถ€๋“œ๋Ÿฌ์šด ํ‘œ์ •์„ ์ง“๊ณ  ์žˆ๋Š” ๊ธด ๊ฒ€์€ ๋จธ๋ฆฌ์˜ ์–ด๋ฆฐ ์†Œ๋…€ ์ดˆ์ƒ, ํŒŒ๋ž€์ƒ‰ ์Šค์›จํ„ฐ์™€ ์–ด๋‘์šด ์žฌํ‚ท ์ฐฉ์šฉ.

์ถ”์ฒœ ๋„ค๊ฑฐํ‹ฐ๋ธŒ ํ”„๋กฌํ”„ํŠธ

(worst quality:1.5), (low quality:1.5), (normal quality:1.5), sketches, (grayscale), lowres, cartoon, normal quality, close up, ugly, extra fingers

์ถ”์ฒœ ๋งค๊ฐœ๋ณ€์ˆ˜

samplers

DPM++ 2M Karras

steps

20 - 31

cfg

7

clip skip

2

resolution

512x768

vae

vae-ft-mse-840000-ema-pruned.safetensors

์ถ”์ฒœ ๊ณ ํ•ด์ƒ๋„ ๋งค๊ฐœ๋ณ€์ˆ˜

upscaler

R-ESRGAN General WDN 4xV3, 8x_NMKD-Superscale_150000_G, 4x_NMKD-Superscale-SP_178000_G

upscale

2

steps

10

denoising strength

0.3 - 0.4

ํŒ

๊ฐ™์€ ์ด๋ฏธ์ง€๋ฅผ ์ƒ์„ฑํ•˜๋ ค๋ฉด T.I. Embedding ํŒŒ์ผ์„ ์‚ฌ์šฉํ•˜์„ธ์š”.

์ด ๋ชจ๋ธ ํŒจ๋ฐ€๋ฆฌ์—๋Š” ์‚ฌ์‹ค์ ์ธ ๋ชจ๋ธ๊ณผ ๋ณ‘ํ•ฉ๋œ ๋ชจ๋ธ์ด ํฌํ•จ๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค.

์ดˆ๊ธฐ ์ด๋ฏธ์ง€ ์ƒ์„ฑ์—๋Š” ์ƒ์„ฑ ์˜์ƒ ๋…นํ™”๋ณธ์ด ์žˆ์Šต๋‹ˆ๋‹ค.

2024๋…„ 7์›” 12์ผ ์ดํ›„๋กœ๋Š” ์ด๊ณณ์—์„œ SD ๊ด€๋ จ ์งˆ๋ฌธ์— ๋Œ€ํ•œ ์ง€์›์ด ์ œ๊ณต๋˜์ง€ ์•Š์œผ๋‹ˆ Bilibili๋‚˜ Google์„ ์ฐธ๊ณ ํ•˜์„ธ์š”.

ํฌ๋ฆฌ์—์ดํ„ฐ ์Šคํฐ์„œ

์ €์ž์˜ ๋‹ค๋ฅธ ๊ณต์œ  ์›น์‚ฌ์ดํŠธ์—์„œ civitai์— ์—†๋Š” ๋ชจ๋ธ์„ ๋ฐฉ๋ฌธํ•˜์„ธ์š”:

๊ถŒ์žฅ ์—…์Šค์ผ€์ผ๋Ÿฌ: Real-ESRGAN Releases

v1.0์€ ์กฐ๊ธˆ ๋” ๋ฐ์Œ, v1.0็‰ˆๆœฌ้ขœ่‰ฒๆ›ดไบฎไธ€็‚น๏ผŒ

v1.1์€ ์กฐ๊ธˆ ๋” ์–ด๋‘ก๊ฒŒ, v1.1 ้ขœ่‰ฒๆ›ดๆš—ไธ€็‚น

v1.2๋Š” ์กฐ๊ธˆ ๋” ์–ด๋‘ก๊ฒŒ, v1.2็‰ˆๆœฌ้ขœ่‰ฒๆ›ดๆš—ไธ€็‚น๏ผŒ

v1.2๋Š” ๋‚จ์„ฑ ์ƒ์„ฑ์ด ๋” ์ข‹์Œ, v1.2ๆ›ดๅฅฝ็š„็”Ÿๆˆ็”ทๆ€ง๏ผŒ

v1.2๋Š” ํ”ผ๋ถ€ ์งˆ๊ฐ์ด ๋” ๋งŽ์Œ (์‹ค์ œ ์‚ฌ๋žŒ ํ”ผ๋ถ€์— ๋” ๊ฐ€๊นŒ์›€),

v1.2็‰ˆๆœฌ็šฎ่‚ค็บน็†ๆ›ดๅคšไธ€็‚น๏ผˆๆ›ดๆŽฅ่ฟ‘็œŸไบบๆ•ˆๆžœ๏ผ‰๏ผŒ

v1.3 ๋ฒ„์ „์€ ํ”ผ๋ถ€ ์งˆ๊ฐ์„ ๊ฐ•ํ™”ํ•จ, v1.3็‰ˆๆœฌๅŠ ๅผบ็šฎ่‚ค็บน็†

v1.4์€ ๋” ์ Š์–ด ๋ณด์ž„. v1.4ๆจฃๅญๆ›ดๅนด่ผ•ไธ€้ปž

v1.5๋Š” ์™ธ๋ชจ ์—…๋ฐ์ดํŠธ๋จ v1.5ๆจฃๅญๆ›ดๆ–ฐ

v1.6์€ ๋ชจ๋ธ์„ ๋ฆฌ๋ชจ๋ธ๋งํ•˜๊ณ  ํ”ผ๋ถ€ ์งˆ๊ฐ, ๊ฐ€์Šด ํฌ๊ธฐ ์ถ”๊ฐ€

v1.6้‡ๆ–ฐไบ†ๆจกๅž‹ไนŸๅขžๅŠ ไบ†็šฎ่‚ค็บน็†,ไนณๆˆฟๅŠ ๅคง

(v1.6์€ R-ESRGAN General WDN 4xV3 ์—…์Šค์ผ€์ผ๋Ÿฌ ์‚ฌ์šฉ ๊ถŒ์žฅ, ์†๋„๊ฐ€ ๋” ๋น ๋ฆ„)

v1.7 ๋ชจ๋ธ ๋ฆฌ๋ชจ๋ธ๋ง ๋ฐ ๊ฐ€์Šด ํฌ๊ธฐ ์ถ”๊ฐ€

v1.7้‡ๆ–ฐไบ†ๆจกๅž‹ๅ’ŒไนณๆˆฟๅŠ ๅคง

v1.8 ๋ชจ๋ธ ๋ฆฌ๋ชจ๋ธ๋ง

v1.8้‡ๆ–ฐไบ†ๆจกๅž‹

v1.9 ๋ชจ๋ธ ๋ฆฌ๋ชจ๋ธ๋ง

v1.9้‡ๆ–ฐไบ†ๆจกๅž‹

v2.0 ๋ชจ๋ธ ์ˆ˜์ •

v2.0ไฟฎๆ”นไบ†ๆจกๅž‹

v2.1 ๋ชจ๋ธ ์ˆ˜์ •

v2.1ไฟฎๆ”นไบ†ๆจกๅž‹

v2.2 ๋ชจ๋ธ ์ˆ˜์ •

v2.2ไฟฎๆ”นไบ†ๆจกๅž‹

v2.3 ์ด ๋ฒ„์ „์€ v2.2D๋ณด๋‹ค ๋” ์‚ฌ์‹ค์ ์ด๋ฉฐ, ์–ผ๊ตด ์งˆ๊ฐ์ด ๋” ๋งŽ์Œ

์ด ๋ฒ„์ „์€ v2.2D๋ณด๋‹ค ๋” ์‚ฌ์‹ค์ ์ด๋ฉฐ, ์–ผ๊ตด ์งˆ๊ฐ์ด ๋” ๋งŽ์Œ

(https://github.com/xinntao/Real-ESRGAN/releases)

์‚ฌ์‹ค์ ์ธ ๋ชจ๋ธ์€ ํ˜„์‹ค๊ฐ์— ๊ฐ€๊นŒ์šด ๋ชจ๋ธ,

๋ณ‘ํ•ฉ ๋ชจ๋ธ์€ ํ•ฉ์ณ์ง„ ๋ชจ๋ธ์ž„

์ดˆ๊ธฐ ์ด๋ฏธ์ง€์—๋Š” ์ƒ์„ฑ ์˜์ƒ ๋…นํ™”๋ณธ ์ฐธ๊ณ  ๊ฐ€๋Šฅ

์ด๋ฏธ์ง€ ์ƒ์„ฑ์—๋Š” ์ผ๋ฐ˜์ ์œผ๋กœ T.I. Embedding ํŒŒ์ผ์ด ํ•„์š”ํ•จ

๋‚ด ๋‹ค๋ฅธ ๋‘ ๊ณต์œ  ๋ชจ๋ธ ์‚ฌ์ดํŠธ, ์ผ๋ถ€๋Š” civitai์— ์—†๋Š” ๋ชจ๋ธ์ด๋ฉฐ ์•„๋ž˜ ์ฃผ์†Œ์—์„œ ๋ณผ ์ˆ˜ ์žˆ์Œ

https://www.liblib.art/userpage/b4851a1ccc884a0989f3972b1b17cfc8

https://tusiart.com/u/667528116427641448

2024๋…„ 7์›” 12์ผ ์ดํ›„๋กœ SD ๊ด€๋ จ ์งˆ๋ฌธ์— ๋Œ€ํ•œ ๋‹ต๋ณ€์€ ์ œ๊ณต๋˜์ง€ ์•Š์œผ๋ฉฐ, SD ๊ด€๋ จ ๋ฌธ์ œ๋Š” Bilibili ๋˜๋Š” Google์—์„œ ์ž๋ฃŒ๋ฅผ ์ฐพ์•„๋ณด์‹œ๊ธฐ ๋ฐ”๋ž๋‹ˆ๋‹ค.

์ด์ „
Living Death - HailoKnight ์ œ์ž‘ - Flux
๋‹ค์Œ
Flux.1 D - ํŽธ์•ˆํ•œ ๋ถ„์œ„๊ธฐ - v2.0

๋ชจ๋ธ ์„ธ๋ถ€์‚ฌํ•ญ

๋ชจ๋ธ ์œ ํ˜•

Checkpoint

๊ธฐ๋ณธ ๋ชจ๋ธ

SD 1.5

๋ชจ๋ธ ๋ฒ„์ „

v2.1

๋ชจ๋ธ ํ•ด์‹œ

db05c1ecf8

์ œ์ž‘์ž

ํ† ๋ก 

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

AgainMix - v2.1 ์ œ์ž‘ ์ด๋ฏธ์ง€

asian ์ด๋ฏธ์ง€

๊ธฐ๋ณธ ๋ชจ๋ธ ์ด๋ฏธ์ง€

ํฌํ† ๋ฆฌ์–ผ๋ฆฌ์Šคํ‹ฑ ์ด๋ฏธ์ง€

portrait ์ด๋ฏธ์ง€

๋ฆฌ์–ผ๋ฆฌ์ฆ˜ ์ด๋ฏธ์ง€