๐ŸŽฎ ํฌ์ฆˆ ์ƒ์„ฑ ๋น„๊ต โ€” Qwen-Edit+CN vs Flux Kontext+CN vs Flux dev+CN vs Flux.2 Klein

๋™์ผ ์บ๋ฆญํ„ฐยท๋™์ผ openpose(run, p_03)ยท๋™์ผ ์‹œ๋“œ(42) / +CN=ControlNet(openpose), Klein=2์žฅ ๋ ˆํผ๋Ÿฐ์Šค ํŽธ์ง‘(CN ์—†์Œ) / ์ด๋ฏธ์ง€ ํด๋ฆญ โ†’ ํ™•๋Œ€ + ์‚ฌ์šฉ ํ”„๋กฌํ”„ํŠธ ํ‘œ์‹œ
๋ฐฉ๋ฒ•์ •์ฒด์„ฑํฌ์ฆˆ์Šคํƒ€์ผ๋ฉ”๋ชจ
Qwen-Edit + CNโ—Ž ๊น”๋”โ—‹ ์–‘ํ˜ธํ”Œ๋žซ ํ”ฝ์…€์•„ํŠธ(์›๋ณธ ํ†ค ์ถฉ์‹ค)์Šคํ”„๋ผ์ดํŠธ์— ๊ฐ€์žฅ ์ ํ•ฉ
Flux Kontext + CNโ—‹ ์–‘ํ˜ธโ—Ž ์ข‹์Œ๋””ํ…Œ์ผ/ํšŒํ™”ํ’ํฌ์ฆˆ ์•ฝ๊ฐ„ ๋” ์ •ํ™•, ๊ฐ€๋” ์†Œํ’ˆ ์ถ”๊ฐ€ยทํ”ฝ์…€๊ฐโ†“
Flux dev + CNโœ— ์—†์Œโ—Ž ์ข‹์ŒํšŒํ™”ํ’๋ ˆํผ๋Ÿฐ์Šค ์—†๋Š” ๋ฒ ์ด์Šค๋ผ์ธ(์„ค๊ณ„๋Œ€๋กœ)
Flux.2 Klein 9B (base)โ—Ž ์ข‹์Œโ—‹ ์–‘ํ˜ธํ”ฝ์…€์•„ํŠธ ๊น”๋”ControlNet ์•„๋‹˜ โ€” 2์žฅ ๋ ˆํผ๋Ÿฐ์Šค ํŽธ์ง‘(4์Šคํ…ยทํฌ์ฆˆ 1ํšŒ)
Flux.2 Klein 9B (tight)โ—Ž ์ข‹์Œโ—‹~โ—Žํ”ฝ์…€์•„ํŠธ ๊น”๋”base + ํƒ€์ดํŠธ๋‹(๊ฐ•์ œ ํ”„๋กฌํ”„ํŠธยท8์Šคํ…ยทํฌ์ฆˆ 2ํšŒ)
์บ๋ฆญํ„ฐ์บ๋ฆญํ„ฐopenposeQwen-Edit + CNFlux Kontext + CNFlux dev + CNFlux.2 Klein 9B (base)Flux.2 Klein 9B (tight)
c1
์†Œ๋…„/๋ฐฑํŒฉ
c2
๋…ธ์ธ
c3
๊ต๋ณต ์†Œ๋…€
c4
์ •์žฅ/๋นจ๊ฐ•๋จธ๋ฆฌ

๐ŸŽš ControlNet strength ์Šค์œ• (Qwen-Edit+CN)

์ž˜ ์ •๋ ฌ๋œ openpose์—์„  ์ •์ฒด์„ฑ์ด ๊ฒฌ๊ณ ํ•˜๊ณ  ํฌ์ฆˆ ๊นŠ์ด๊ฐ€ strength์— ๋น„๋ก€. InstantX ๊ณต์‹ ๊ถŒ์žฅ 1.0(โ˜…). ๋” ๊ฐ•ํ•œ ํฌ์ฆˆ ํƒ์ƒ‰์„ ์œ„ํ•ด 0.6โ†’7.0๊นŒ์ง€ ํ™•์žฅ โ€” ๊ณผ๋„ํ•˜๋ฉด ํฌ์ฆˆ๊ฐ€ ๊ฒฝ์ง๋˜๊ณ  ์ •์ฒด์„ฑ/๋””ํ…Œ์ผ์ด ๋ถ•๊ดดํ•  ์ˆ˜ ์žˆ์Œ. ์ด๋ฏธ์ง€ ํด๋ฆญ ์‹œ ํ”„๋กฌํ”„ํŠธ ํ‘œ์‹œ.
c3 ยท ๊ต๋ณต์†Œ๋…€
char
openpose
str 0.6
str 0.8
str 1.0 โ˜…
str 1.2
str 1.5
str 1.75
str 2.0
str 2.25
str 2.5
str 2.75
str 3.0
str 3.5
str 4.0
str 4.5
str 5.0
str 5.5
str 6.0
str 6.5
str 7.0
c2 ยท ๋…ธ์ธ (์ •์ฒด์„ฑ ์ŠคํŠธ๋ ˆ์Šค)
char
openpose
str 0.8
str 1.0 โ˜…
str 1.2
str 1.5
str 1.75
str 2.0
str 2.25
str 2.5
str 2.75
str 3.0
str 3.5
str 4.0
str 4.5
str 5.0
str 5.5
str 6.0
str 6.5
str 7.0

โœ… ์ตœ์ข… ์Šคํ”„๋ผ์ดํŠธ (strength 2.5, ์ตœ์†Œ ํฌ์ฆˆ ํ‚ค์›Œ๋“œ)

ํ™•์ • ์„ค์ •: Qwen-Edit + ControlNet, strength 2.5, positive๋Š” ์ตœ์†Œ ํฌ์ฆˆ ํ‚ค์›Œ๋“œ๋งŒ(์Šคํƒ€์ผ/์ •์ฒด์„ฑ ๋ฌ˜์‚ฌ ์ œ๊ฑฐ โ†’ ๋ ˆํผ๋Ÿฐ์Šค์—์„œ). run="running, mid-stride, side view, facing left", idle="standing, facing forward". ์ด๋ฏธ์ง€ ํด๋ฆญ ์‹œ ํ”„๋กฌํ”„ํŠธ ํ‘œ์‹œ.
c1 ยท ์†Œ๋…„/๋ฐฑํŒฉ
run
idle
c2 ยท ๋…ธ์ธ
run
idle
c3 ยท ๊ต๋ณต ์†Œ๋…€
run
idle
c4 ยท ์ •์žฅ/๋นจ๊ฐ•๋จธ๋ฆฌ
run
idle