๋ชจ๋ธ/Flux+ Detailer - V0.2 HighRes

Flux+ Detailer - V0.2 HighRes

๊ธˆ์ด ๊ฐ€๊ณ  ๋ฒ—๊ฒจ์ง„ ํŽ˜์ธํŠธ๊ฐ€ ์žˆ๋Š” ๋ ˆ์ด์–ด๋“œ ํŽ˜์ดํผ๋กœ ๋งŒ๋“ค์–ด์ง„ ์—ฌ์„ฑ ์–ผ๊ตด ํด๋กœ์ฆˆ์—…, ์ƒ์ƒํ•œ ์ˆ˜์ฑ„ํ™” ์ƒ‰์ƒ ๋””ํ…Œ์ผ์ด ํŠน์ง•์ž…๋‹ˆ๋‹ค.

์ถ”์ฒœ ๋งค๊ฐœ๋ณ€์ˆ˜

samplers

DPM2, Euler

cfg

3.5

ํŒ

https://fluxforge.app์—์„œ ์ด์šฉ ๊ฐ€๋Šฅํ•œ Flux ์•ฑ๊ณผ ํ•จ๊ป˜ Flux+ Detailer๋ฅผ ์‚ฌ์šฉํ•˜์„ธ์š”

https://texttidy.app์—์„œ ์ •์ œ๋œ ์บก์…˜์„ ์‚ฌ์šฉํ•˜์„ธ์š”

https://gist.github.com/Beamhi/28c3d44fcc479a82f06cc0e43a784fec์—์„œ Nux์˜ Flux+ LoRA ์›Œํฌํ”Œ๋กœ์šฐ๋ฅผ ํ™•์ธํ•˜์„ธ์š”

https://civitai.com/models/618997/simpleadvanced-flux1-comfyui-workflows์—์„œ ๋Œ€์ฒด ์›Œํฌํ”Œ๋กœ์šฐ๋ฅผ ์ด์šฉํ•˜์„ธ์š”

๋ฒ„์ „ ํ•˜์ด๋ผ์ดํŠธ

๊ณ ํ•ด์ƒ๋„ ์—…๋ฐ์ดํŠธ.

ํ›จ์”ฌ ๋” ๋‚˜์€ ๊ฒฐ๊ณผ.
๋ฐ›์•„๊ฐ€์„ธ์š”.

ํฌ๋ฆฌ์—์ดํ„ฐ ์Šคํฐ์„œ

Flux์™€ ํ•จ๊ป˜ ๋‚ด lora๋ฅผ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ๋Š” ์ž‘์€ ๋ฌด๋ฃŒ ์•ฑ์„ ๋งŒ๋“ค์—ˆ์Šต๋‹ˆ๋‹ค. ํ™•์ธํ•˜๊ณ  ์‹ถ๋‹ค๋ฉด ํด๋ฆญํ•˜์„ธ์š”.

Flux์™€ ํ•จ๊ป˜ ๋‚ด lora๋ฅผ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ๋Š” ์ž‘์€ ๋ฌด๋ฃŒ ์•ฑ์„ ๋งŒ๋“ค์—ˆ์Šต๋‹ˆ๋‹ค. ํ™•์ธํ•˜๊ณ  ์‹ถ๋‹ค๋ฉด ํด๋ฆญํ•˜์„ธ์š”.

(๋‘ ๋ฒ„์ „ ๋ชจ๋‘ ์—…๋ฐ์ดํŠธ ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. 0.1๊ณผ ComfyConverted๋Š” ์ด์ œ ๋™์ผํ•œ ํŒŒ์ผ์ž…๋‹ˆ๋‹ค. ๋‹ค์‹œ ๋‹ค์šด๋กœ๋“œํ•ด ์ฃผ์„ธ์š”.)

  • ์‹ฌ์ธต ์˜๋ฏธ ์ดํ•ด: Flux+ Detailer๋Š” ๋ฌธ๋‹จ ์ „์ฒด๋ฅผ ์ดํ•ดํ•˜๊ณ  ํ‘œํ˜„ํ•˜๋Š” ๋ฐ ๋›ฐ์–ด๋‚˜๋ฉฐ, ๋ชจ๋“  ์„ธ๋ถ€ ์‚ฌํ•ญ๊ณผ ๊ฐ์ •์„ ํฌ์ฐฉํ•ฉ๋‹ˆ๋‹ค.

  • ์—„์„ ๋œ ๋ฐ์ดํ„ฐ์…‹: ๋…์ ์ ์ด๊ณ  ์„ ๋ณ„๋œ ๋ฐ์ดํ„ฐ์…‹์œผ๋กœ ๊ตฌ๋™๋˜๋Š” Flux+ Detailer๋Š” ๋งค ์ด๋ฏธ์ง€ ์ƒ์„ฑ ์‹œ ํ’ˆ์งˆ๊ณผ ์ •๋ฐ€๋„๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.

์—„์„ ๋œ ๊ณ ํ’ˆ์งˆ ๋ฐ์ดํ„ฐ์…‹์ด Flux+ LoRA๋ฅผ ๊ตฌ๋™ํ•˜๋ฉฐ, ๋ฌธ๋‹จ์— ๊นŠ์ด์™€ ์„ธ๋ถ€ ์‚ฌํ•ญ์„ ์ถ”๊ฐ€ํ•˜์—ฌ ํ–ฅ์ƒ์‹œํ‚ต๋‹ˆ๋‹ค.

V0.2 ๋น„๊ต: https://imgsli.com/Mjg4MDIy
https://imgsli.com/Mjg4MDIw

https://imgsli.com/Mjg4MDIx
V0.1 ๋น„๊ต:
https://imgsli.com/Mjg2MjU4
https://imgsli.com/Mjg2MjU5

https://texttidy.app๋กœ ์บก์…˜์„ ์ •๋ฆฌํ•˜๊ณ  ์ •์ œํ•ฉ๋‹ˆ๋‹ค.

Flux+ LoRA๋ฅผ ์œ„ํ•œ Nux์˜ ์›Œํฌํ”Œ๋กœ์šฐ: https://gist.github.com/Beamhi/28c3d44fcc479a82f06cc0e43a784fec

๋‹ค๋ฅธ ์›Œํฌํ”Œ๋กœ์šฐ: https://civitai.com/models/618997/simpleadvanced-flux1-comfyui-workflows

์ฒดํฌํฌ์ธํŠธ: https://huggingface.co/Comfy-Org/flux1-dev/resolve/main/flux1-dev-fp8.safetensors?download=true

ogkai๊ฐ€ ํ›ˆ๋ จ์‹œ์ผฐ์Šต๋‹ˆ๋‹ค.

์ž‘์€ ๋ฉ”๋ชจ: upwrk์˜ Allen์—๊ฒŒ ์•ˆ๋ถ€๋ฅผ ์ „ํ•ฉ๋‹ˆ๋‹ค.

๋ชจ๋ธ์„ ํ…Œ์ŠคํŠธํ•˜๊ณ  ๋†€๋ผ์šด ์ด๋ฏธ์ง€๋ฅผ ์ƒ์„ฑํ•ด ์ค€ https://civitai.com/user/nux1111์—๊ฒŒ ์ง„์‹ฌ์œผ๋กœ ๊ฐ์‚ฌ๋“œ๋ฆฝ๋‹ˆ๋‹ค.

์ด์ „
Maniacal Laughter - sliders / ntcai.xyz - v1.0
๋‹ค์Œ
dmd2 4๋‹จ๊ณ„ ์ƒ‰์ƒ ์ˆ˜์ • - v1.0

๋ชจ๋ธ ์„ธ๋ถ€์‚ฌํ•ญ

๋ชจ๋ธ ์œ ํ˜•

LORA

๊ธฐ๋ณธ ๋ชจ๋ธ

Flux.1 D

๋ชจ๋ธ ๋ฒ„์ „

V0.2 HighRes

๋ชจ๋ธ ํ•ด์‹œ

e075e511aa

์ œ์ž‘์ž

ํ† ๋ก 

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

Flux+ Detailer - V0.2 HighRes ์ œ์ž‘ ์ด๋ฏธ์ง€

๊ธˆ์ด ๊ฐ€๊ณ  ๋ฒ—๊ฒจ์ง„ ํŽ˜์ธํŠธ๊ฐ€ ์žˆ๋Š” ๋ ˆ์ด์–ด๋“œ ํŽ˜์ดํผ๋กœ ๋งŒ๋“ค์–ด์ง„ ์—ฌ์„ฑ ์–ผ๊ตด ํด๋กœ์ฆˆ์—…, ์ƒ์ƒํ•œ ์ˆ˜์ฑ„ํ™” ์ƒ‰์ƒ ๋””ํ…Œ์ผ์ด ํŠน์ง•์ž…๋‹ˆ๋‹ค.

ํฌํ† ๋ฆฌ์–ผ๋ฆฌ์ฆ˜ ์ด๋ฏธ์ง€

์˜ํ™” ๊ฐ™์€ ์กฐ๋ช… ์•„๋ž˜ ๋„์‹œ ๊ฒฝ๊ด€๊ณผ ๊ฑด๋ฌผ๋กœ ์ฑ„์›Œ์ง„ ๊ทน์‚ฌ์‹ค์ฃผ์˜ ํ˜ผํ•ฉ ๋งค์ฒด ์ฝœ๋ผ์ฃผ๋ฅผ ํฌํ•จํ•œ ๊ธด ๊ฐ€๋Š” ๋‹ค๋ฆฌ๋ฅผ ๊ฐ€์ง„ ๋‚ ๊ฐœ ๋‹ฌ๋ฆฐ ์‚ฌ์ด๋ฒ„๋„คํ‹ฑ ์ธ๊ฐ„์˜ ์‹ค๋ฃจ์—ฃ.
ํ‰๋ฒ”ํ•œ ํšŒ์ƒ‰ ๋ฐฐ๊ฒฝ์„ ๋ฐฐ๊ฒฝ์œผ๋กœ ํฐ์ƒ‰ ํŠค ์Šค์ปคํŠธ๋ฅผ ์ฐฉ์šฉํ•˜๊ณ  ๋ถ‰์€์ƒ‰๊ณผ ํŒŒ๋ž€์ƒ‰ ์ŠคํŒŒ์ด๋”๋งจ ์ฝ”์ŠคํŠฌ์„ ์ž…์€ ๋ฐœ๋ ˆ๋ฆฌ๋‚˜๊ฐ€ ์—ญ๋™์ ์ธ ๊ณต์ค‘ ํฌ์ฆˆ๋ฅผ ์ทจํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.
์–ด๋‘์šด ์•„์ด์„€๋„๋ฅผ ํ•œ ์ Š์€ ๋™์–‘ ์—ฌ์„ฑ์˜ ๋ˆˆ, ๋ถ‰์€ ์ž…์ˆ , ํ๋ฅด๋Š” ๋จธ๋ฆฌ์นด๋ฝ์„ ์‚ฌ์‹ค์ ์œผ๋กœ ํ‘œํ˜„ํ•œ ์ˆ˜์ฑ„ํ™” ์ดˆ์ƒํ™”์˜ ๊ทน๋‹จ์  ํด๋กœ์ฆˆ์—….
์ˆฒ ๋ฐ”๋‹ฅ์— ๋ˆ„์›Œ ๋จธ๋ฆฌ์— ์žŽ์‚ฌ๊ท€๊ฐ€ ์–ฝํ˜€ ์žˆ๊ณ  ๋กœ๋ด‡ ๋ถ€ํ’ˆ์ด ๋…ธ์ถœ๋œ ๋ชธ์„ ๊ฐ€์ง„ ํฐ์ƒ‰ ๋ฉ”์ด๋“œ ๋“œ๋ ˆ์Šค๋ฅผ ์ž…์€ ๋ฉ”์ด๋“œ ๋กœ๋ด‡์˜ ํฌํ† ๋ฆฌ์–ผ๋ฆฌ์Šคํ‹ฑ ์ด๋ฏธ์ง€.
ํ™”๋ คํ•˜๊ณ  ๋‹ค์ฑ„๋กœ์šด ์•„๋ฐฉ๊ฐ€๋ฅด๋“œ ๋“œ๋ ˆ์Šค๋ฅผ ์ž…๊ณ  ๊ณ ๊ธ‰์Šค๋Ÿฌ์šด ๋ณด์„์œผ๋กœ ์žฅ์‹๋œ ์‹ ๋น„๋กœ์šด ์•„๋ฆ„๋‹ค์›€์˜ ํŒํƒ€์ง€ ์Šˆํผ๋ชจ๋ธ, ์ƒ๋™๊ฐ ๋„˜์น˜๋Š” ๋‹ค์ฑ„๋กœ์šด ์†Œ์šฉ๋Œ์ด ๋ฐฐ๊ฒฝ๊ณผ ํ•จ๊ป˜.
๊ด€๋žŒ์ฐจ์™€ ๋„ค์˜จ ์กฐ๋ช…์ด ์žˆ๋Š” ํ™œ๊ธฐ์ฐฌ ์‚ฐํƒ€๋ชจ๋‹ˆ์นด ์ €๋…์—์„œ ํ•˜์™€์ด์•ˆ ์…”์ธ ๋ฅผ ์ž…์€ ์ž˜์ƒ๊ธด ๋‚จ์„ฑ์ด ํฐ์ƒ‰ ์ฒœ์‚ฌ ์˜์ƒ ๋“œ๋ ˆ์Šค๋ฅผ ์ž…์€ ์—ฌ์„ฑ ์˜†์— ์„œ ์žˆ๋Š” ํฌํ† ๋ฆฌ์–ผ๋ฆฌ์Šคํ‹ฑ ์ดˆ์ƒ.
์ž์—ฐ๊ด‘ ์•„๋ž˜ ๋น›๋‚˜๋Š” ํ•ดํŒŒ๋ฆฌ๊ฐ€ ๋– ๋‹ค๋‹ˆ๋Š” ์ˆฒ๊ธธ์„ ๊ฑท๋Š” ์‚ฐ๋“ค๋ฐ”๋žŒ์˜ ๋‹ค์ฑ„๋กœ์šด ์›ํ”ผ์Šค๋ฅผ ์ž…์€ ์ Š์€ ์ผ๋ณธ ์—ฌ์„ฑ์˜ ํฌํ† ๋ฆฌ์–ผ๋ฆฌ์Šคํ‹ฑ ์žฅ๋ฉด.
๊ณ„๋‹จ๊ณผ ์˜ค๋ž˜๋œ ๊ฑด๋ฌผ์ด ๋ณด์ด๋Š” ์•„์น˜ํ˜• ์ฐฝ๋ฌธ ์˜†์— ํŒŒ๋ž€์ƒ‰ ์ •์žฅ๊ณผ ๋ฏธ๋‹ˆ์Šค์ปคํŠธ๋ฅผ ์ž…์€ ์—ฌ์„ฑ์˜ ํฌํ† ๋ฆฌ์–ผ๋ฆฌ์Šคํ‹ฑ ๊ทธ๋ฆผ.

์Šคํƒ€์ผ ์ด๋ฏธ์ง€

๋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 ํ™”.
๊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.
๋ฐ์€ ๋ฐฉ์— ์„œ ์žˆ๋Š” ๊ธด ์ƒ๋จธ๋ฆฌ ๊ธˆ๋ฐœ ์—ฌ์„ฑ, ์˜คํ”„์ˆ„๋” ํฐ์ƒ‰ ์ƒ์˜๋ฅผ ์ฐฉ์šฉ. Stable Diffusion์„ ์‚ฌ์šฉํ•ด AI๊ฐ€ ์ƒ์„ฑํ•œ ์ด๋ฏธ์ง€์ž…๋‹ˆ๋‹ค.
Stable Diffusion์„ ์‚ฌ์šฉํ•ด ์ƒ์„ฑ๋œ ์ƒ์„ธํ•œ AI ์ด๋ฏธ์ง€๋กœ, ์šฐ๋š ์†Ÿ์€ ํ™”์‚ฐ ์ง€ํ˜•๊ณผ ํƒ€์˜ค๋ฅด๋Š” ์šฉ์•” ๊ฐ•์ด ์žˆ๋Š” ํŒํƒ€์ง€ ์šฉ์•” ํ’๊ฒฝ์„ ๋ฌ˜์‚ฌํ•˜๋ฉฐ, ์„ธ ๋ช…์˜ ๋ชจํ—˜๊ฐ€๊ฐ€ ์ง€ํ˜•์„ ํšก๋‹จํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.