๋ณต์žกํ•œ ํ„ฐํ‚ค์˜ฅ์ƒ‰๊ณผ ๊ธˆ์ƒ‰ ์˜์ƒ์„ ์ž…์€ ์•„๋ฆ„๋‹ค์šด ์—ฌ์„ฑ์˜ ๋ฉ‹์ง„ ๋””์ง€ํ„ธ ๋ฌ˜์‚ฌ๋กœ, ํ๋ฅด๋Š” ์†Œ๋งค์™€ ์ •๊ตํ•œ ๋ณด์„๋ฅ˜, ๋ณ„์ด ๋น›๋‚˜๋Š” ํ•˜๋Š˜ ์•„๋ž˜ ๊ฑฐ๋Œ€ํ•œ ๋ณด๋ฆ„๋‹ฌ์ด ๊ทธ๋…€ ๋’ค์— ์žˆ์Šต๋‹ˆ๋‹ค.
๊ธด ๊ฒ€์€ ๋จธ๋ฆฌ์™€ ์ž์—ฐ์Šค๋Ÿฌ์šด ํ”ผ๋ถ€ ์งˆ๊ฐ์„ ๊ฐ€์ง„ 20์„ธ ์—ฌ์„ฑ์˜ ์ดˆ์ƒ์œผ๋กœ, ๋ถ€๋“œ๋Ÿฌ์šด ์กฐ๋ช…๊ณผ ๋†’์€ ๋Œ€๋น„๋ฅผ ์‚ฌ์šฉํ•œ ํ•˜์ดํผ๋ฆฌ์–ผ๋ฆฌ์ฆ˜ ์Šคํƒ€์ผ๋กœ, ์ฐจ๋ถ„ํ•œ ๋นจ๊ฐ„ ๋ฐฐ๊ฒฝ ์•ž์— ์ดฌ์˜๋˜์—ˆ์Šต๋‹ˆ๋‹ค.
๊ธด ๊ฒ€์€ ๋จธ๋ฆฌ๋ฅผ ๊ฐ€์ง„ ์ Š์€ ํ•œ๊ตญ ์—ฌ์„ฑ์œผ๋กœ, ๋ชธ์— ๋”ฑ ๋งž๋Š” ๋งˆ๋ฃฌ์ƒ‰ ๊ธด ์†Œ๋งค ์›ํ”ผ์Šค๋ฅผ ์ž…๊ณ  ๋ฐ์€ ์ƒ‰ ์„์žฌ ๋ฐฐ๊ฒฝ ์•ž ์•ผ์™ธ์— ์„œ ์žˆ์œผ๋ฉฐ, ํฐ์ƒ‰ ์ˆ„๋”๋ฐฑ์„ ๋“ค๊ณ  ์žˆ์Œ.

์ถ”์ฒœ ํ”„๋กฌํ”„ํŠธ

fantasy,high contrast,ink strokes,explosions,overexposure,purple and red tone impression,abstract,((watercolor painting by John Berkey and Jeremy Mann)) brush strokes,negative space

์ถ”์ฒœ ๋„ค๊ฑฐํ‹ฐ๋ธŒ ํ”„๋กฌํ”„ํŠธ

easynegative, ng_deepnegative_v1_75t, (worst quality:2), (low quality:2), (normal quality:2), lowres, bad anatomy, bad hands, normal quality, ((monochrome)), ((grayscale)), ((watermark))

์ถ”์ฒœ ๋งค๊ฐœ๋ณ€์ˆ˜

samplers

DPM++ 2M Karras, alt Karras, DPM++ SDE Karras

steps

20 - 40

cfg

5 - 12

clip skip

2

resolution

512x768

์ถ”์ฒœ ๊ณ ํ•ด์ƒ๋„ ๋งค๊ฐœ๋ณ€์ˆ˜

upscaler

4x-UltraSharp, 1x_NMKD-BrightenRedux_200k, 1x_NMKDDetoon_97500_G

upscale

2

steps

10 - 25

denoising strength

0.3 - 0.45

ํŒ

์ด๋ฏธ์ง€ 90% ์ด์ƒ ๋ณต์›์„ ์œ„ํ•ด Adetailer ํ™•์žฅ ์‚ฌ์šฉ, https://huggingface.co/Bingsu/adetailer/tree/main ์—์„œ ๋‹ค์šด๋กœ๋“œ

ํ•„์š” ์‹œ CFG Scale Fix ํ™•์žฅ ํ™œ์„ฑํ™”, ๊ธฐ๋ณธ๊ฐ’ ์•ฝ 7, ๋‚ฎ์—๋Š” ๋” ๋†’๊ฒŒ, ๋ฐค์—๋Š” ๋” ๋‚ฎ๊ฒŒ ์กฐ์ •

์†์ด๋‚˜ ๋‹ค๋ฅธ ๋ถ€์œ„์— ๋ฌธ์ œ๊ฐ€ ์žˆ์œผ๋ฉด ์‹œ๋“œ ๊ณ ์ • ํ›„ CFG ๊ฐ’์„ ์•ฝ๊ฐ„(0.2~0.3 ๋ฒ”์œ„) ์กฐ์ ˆ

๋” ๋‚˜์€ ํ”ผ๋ถ€ ์งˆ๊ฐ์„ ์œ„ํ•ด Hires Fix๋Š” ํ”ผํ•˜๊ณ  Tiled Diffusion ๋ชจ๋“œ๋กœ ์ด๋ฏธ์ง€ ์—…์Šค์ผ€์ผ๋ง ์‚ฌ์šฉ

fantasy, high contrast, ink strokes, explosions, overexposure ๋“ฑ ํ‚ค์›Œ๋“œ๋กœ ์ ‘๋ฏธ์‚ฌ ๋ฌธ์žฅ์„ ๋งŒ๋“ค์–ด ์ด๋ฏธ์ง€ ์Šคํƒ€์ผ ํ‘œํ˜„๋ ฅ์„ ํ–ฅ์ƒ

ํฌ๋ฆฌ์—์ดํ„ฐ ์Šคํฐ์„œ

  • ๋‚˜๋Š” ์ƒˆ๋กœ์šด AI ๋„๊ตฌ Shakker๋ฅผ ์ฐพ์•˜์Šต๋‹ˆ๋‹ค. ์ตœ๊ณ ์˜ ์ด๋ฏธ์ง€ ํˆฌ ์ด๋ฏธ์ง€ ๋„๊ตฌ์ž…๋‹ˆ๋‹ค. https://www.shakker.ai์—์„œ ์‚ฌ์šฉํ•ด ๋ณด์‹ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

  • sinkin.ai์—์„œ XXMix_9realistic๋ฅผ ์‹คํ–‰ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค: https://sinkin.ai/m/Y99mNKb

  • ์ €์—๊ฒŒ ์ปคํ”ผ ํ•œ ์ž” ์‚ฌ์ฃผ์…”๋„ ๋ฉ๋‹ˆ๋‹ค โ˜•

  • XXMixunreal๏ผš๋‚˜์˜ 2.5D ์‹ ๋ชจ๋ธ๋กœ, ํ‚ค์›Œ๋“œ์— ๋”ฐ๋ผ ๋ณ€ํ˜•์„ ์ƒ์„ฑํ•  ์ˆ˜ ์žˆ๋Š” ๋งค์šฐ ๋…ํŠนํ•œ ๋ชจ๋ธ์ด๋ฉฐ ๊ฐœ์ธํ™”๋œ ์Šคํƒ€์ผํ™” ์ด๋ฏธ์ง€๋ฅผ ๋งŒ๋“ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

  • XXMix_Petrichor:์ด๊ฒƒ์€ ๋‚ด ์ƒˆ๋กœ์šด ์‹œ๋ฆฌ์ฆˆ ๋ชจ๋ธ์ž…๋‹ˆ๋‹ค. ์ธํ„ฐ๋„ท ์œ ๋ช…์ธ ์ด๋ฏธ์ง€์˜ ๋ฏธ์  ๊ฐ๊ฐ์— ๋” ์ดˆ์ ์„ ๋งž์ถ”์—ˆ์œผ๋ฉฐ, ๋‹ค์šด๋กœ๋“œํ•˜์—ฌ ์‚ฌ์šฉํ•ด ๋ณด์‹œ๊ธธ ๋ฐ”๋ž๋‹ˆ๋‹ค.

  • XXMix_Petrichor:์ด๊ฒƒ์€ ์ธํ„ฐ๋„ท ์œ ๋ช…์ธ ์ด๋ฏธ์ง€์˜ ๋ฏธ์  ๊ฐ๊ฐ์— ์ค‘์ ์„ ๋‘” ๋‚ด ์ƒˆ๋กœ์šด ์‹œ๋ฆฌ์ฆˆ ๋ชจ๋ธ์ž…๋‹ˆ๋‹ค. ๋ชจ๋‘๊ฐ€ ์ง€์›ํ•˜๊ณ  ์‹œ๋„ํ•ด ๋ณด์‹œ๊ธธ ๋ฐ”๋ž๋‹ˆ๋‹ค.

์ด ๊ณ ํ•ด์ƒ๋„ ๋ณต์› ์•Œ๊ณ ๋ฆฌ์ฆ˜์„ ์‹œ๋„ํ•ด ๋ณผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ผ๋ถ€ ์ด๋ฏธ์ง€์—์„œ๋Š” ์ด ์—…์Šค์ผ€์ผ ์•Œ๊ณ ๋ฆฌ์ฆ˜์„ ์‚ฌ์šฉํ•˜๋Š” ๊ฒƒ์ด ๋” ํšจ๊ณผ์ ์ด๊ณ , ํ™”๋ฉด๋„ ๋” ์Šคํƒ€์ผํ™”๋ฉ๋‹ˆ๋‹ค. ํ•˜์ดํ”„๋ฆฌํ€€์‹œ(hf) ์ฃผ์†Œ๋Š” ์•„๋ž˜์— ์žˆ์œผ๋ฉฐ, ๊ด€์‹ฌ ์žˆ๋Š” ๋ถ„๋“ค์€ ์‹œ๋„ํ•ด ๋ณด์‹œ๊ธฐ ๋ฐ”๋ž๋‹ˆ๋‹ค.

You can try this high-definition restoration algorithm. I believe that in some pictures, the effect of using this magnification algorithm is better, and the picture is more stylized. The link to the high-frequency (hf) is below, and those who are interested can give it a try.

1x_NMKDDetoon_97500_G

https://huggingface.co/utnah/esrgan/tree/main

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v4.0

์ตœ๊ทผ ์—ด์ •์ด ์กฐ๊ธˆ ์ค„์—ˆ๊ณ , ์˜ˆ์ œ ์ด๋ฏธ์ง€๋ฅผ ์ข‹์•„ํ•˜์‹œ๋Š” ๋ถ„๋“ค์€ ๊ทธ๋ƒฅ ๋ณต์‚ฌํ•ด์„œ ์‚ฌ์šฉํ•˜์„ธ์š”. ํŠน๋ณ„ํ•œ ๋ฒ„์ „ ์„ค๋ช…์€ ์—†์Šต๋‹ˆ๋‹ค.

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์ €๋Š” ์†์„ ๊ฐ€์žฅ ์ž˜ ์ˆ˜์ •ํ•˜๋Š” ๋ชจ๋ธ๋กœ Detail Tweaker LoRA (์„ธ๋ถ€ ์กฐ์ •LoRA), ๋‚˜๋จธ์ง€๋Š” ๋ณ„๋กœ์ž…๋‹ˆ๋‹ค 0 0๋ผ๊ณ  ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค.

v3.0 ๋ฒ„์ „ ์„ค๋ช…:

  • ์ด๋ฏธ์ง€ ์ •๋ณด ๋‚ด XXMix_4_v2893 ๋ชจ๋ธ์ด v3.0 ๋ฒ„์ „์ด๋ฉฐ, ์ด๋ฏธ์ง€๋Š” ๋ชจ๋ธ ์ด๋ฆ„ ๋ณ€๊ฒฝ ์ „ ์ƒ์„ฑ๋˜์—ˆ์Šต๋‹ˆ๋‹ค.

  • XXMix_9 ์‹œ๋ฆฌ์ฆˆ 3.0 ๋ฒ„์ „์„ ์†Œ๊ฐœํ•ฉ๋‹ˆ๋‹ค. ์ด ๋ฒ„์ „์€ ๋ฒ”์šฉ์„ฑ๊ณผ LORA ์ง€์›์ด ํฌ๊ฒŒ ํ–ฅ์ƒ๋˜์—ˆ์œผ๋ฉฐ, ์† ํ‘œํ˜„์ด ์ด์ „ ๋ฒ„์ „๋ณด๋‹ค ํ˜„์ €ํžˆ ์ข‹์•„์กŒ์Šต๋‹ˆ๋‹ค. 3.0 ๋ฒ„์ „์€ v2.5, v2.6, ๊ทธ๋ฆฌ๊ณ  XXMix_4 ์„ธ ๊ฐ€์ง€ ๋ฒ„์ „์„ ํ˜ผํ•ฉํ•œ ๊ฒฐ๊ณผ์ž…๋‹ˆ๋‹ค. ์ €๋Š” ์ด๋ฏธ์ง€ ์ƒ์„ฑ ์‹œ Embedding ๋ชจ๋ธ์„ ๊ฐ€๋Šฅํ•œ ์‚ฌ์šฉํ•˜์ง€ ์•Š์œผ๋ ค ํ–ˆ๋Š”๋ฐ, ์ผ๋ถ€ Embedding ๋ชจ๋ธ์ด ๋ชจํ˜ธํ•˜์—ฌ ์–ด๋–ค ๋ชจ๋ธ์ด ์ž‘๋™ํ•˜๋Š”์ง€ ์•Œ๊ธฐ ์–ด๋ ต๊ณ  ์˜ˆ์ œ๋ฅผ ๋ณต์›ํ•  ์ˆ˜ ์—†๊ธฐ ๋•Œ๋ฌธ์ž…๋‹ˆ๋‹ค.

  • ์˜ˆ์ œ๋ฅผ ๋ณต์›ํ•˜๊ณ  ์‹ถ๋‹ค๋ฉด, ๋‹ค์Œ ํ™•์žฅ ํ”„๋กœ๊ทธ๋žจ์„ ๋จผ์ € ์„ค์น˜ํ•˜์„ธ์š”:

  • Adetailer: ์ด๋ฏธ์ง€๋ฅผ ์ƒ์„ฑํ•  ๋•Œ ํ•ญ์ƒ ํ™œ์„ฑํ™”ํ•˜๋Š” ๊ฒƒ์ด ์ข‹์Šต๋‹ˆ๋‹ค (90% ์ด์ƒ ์˜ˆ์ œ๋ฅผ ๋ณต์›ํ•˜๊ณ  ์‹ถ๋‹ค๋ฉด, ์ด๋ฏธ์ง€ ์ •๋ณด์—์„œ Adetailer๊ฐ€ ํ™œ์„ฑํ™”๋˜์—ˆ๋Š”์ง€ ํ™•์ธํ•˜์„ธ์š”).

  • ์ฃผ์˜: Adetailer๋Š” https://huggingface.co/Bingsu/adetailer/tree/main์—์„œ ์ผ๋ถ€ ๋ชจ๋ธ์„ ๋‹ค์šด๋กœ๋“œํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. ๋ชจ๋ธ ์ €์žฅ ๊ฒฝ๋กœ๋Š” webui/models/adetailer ์ž…๋‹ˆ๋‹ค. adetailer ํด๋”๊ฐ€ ์—†์œผ๋ฉด ์ง์ ‘ ๋งŒ๋“œ์‹œ๋ฉด ๋ฉ๋‹ˆ๋‹ค.

  • Adetailer ๋™์˜์ƒ ํŠœํ† ๋ฆฌ์–ผ์€ ์—ฌ๊ธฐ ์žˆ์Šต๋‹ˆ๋‹ค ๋‚˜์šฐ์Šค๊ฐ€์˜ ํŠœํ† ๋ฆฌ์–ผ https://www.bilibili.com/video/BV13s4y197cK/?spm_id_from=333.337.search-card.all.click&vd_source=8c2a86ab53df9752cdd75679f58834a6

  • CFG Scale Fix: ํ•„์š”ํ•  ๋•Œ ํ™œ์„ฑํ™”ํ•˜๋ฉด ์ด๋ฏธ์ง€ ํ’ˆ์งˆ์ด ํ–ฅ์ƒ๋ฉ๋‹ˆ๋‹ค. ์ €๋Š” ๊ธฐ๋ณธ๊ฐ’ 7 ์ •๋„๋ฅผ ์‚ฌ์šฉํ•˜๋ฉฐ, ๋‚ฎ์—๋Š” ์กฐ๊ธˆ ๋” ๋†’์ด๊ณ  ๋ฐค์—๋Š” ๋‚ฎ์ถฅ๋‹ˆ๋‹ค.

  • (์ €์˜ ํ…Œ์ŠคํŠธ ๊ฒฐ๊ณผ, ๋‘ ๋ฒˆ์งธ ์ปดํ“จํ„ฐ์—์„œ๋Š” ์˜ˆ์ œ๋ฅผ 100% ๋ณต์›ํ•˜์ง€ ๋ชปํ–ˆ์Šต๋‹ˆ๋‹ค. ์›์ธ์€ CFG Scale Fix ํ™•์žฅ ๋ฌธ์ œ์ด๊ฑฐ๋‚˜ Tiled VAE ๋ฌธ์ œ์ผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ ๋Œ€๋žต 90%-95%๊นŒ์ง€ ๋ณต์› ๊ฐ€๋Šฅํ•˜๋ฉฐ ์ด๋ฏธ์ง€์— ๋ฏธ์น˜๋Š” ์˜ํ–ฅ์€ ํฌ์ง€ ์•Š์Šต๋‹ˆ๋‹ค.)

  • ์ด๋ฏธ์ง€ ์ƒ์„ฑ์— ๋Œ€ํ•œ ๊ฐœ์ธ์ ์ธ ํŒ: ๋งค์šฐ ๋งˆ์Œ์— ๋“œ๋Š” ์ด๋ฏธ์ง€๋ฅผ ์–ป์—ˆ๋Š”๋ฐ ์†์ด๋‚˜ ๋‹ค๋ฅธ ๋ถ€๋ถ„์— ์‹ฌ๊ฐํ•œ ๋ฌธ์ œ๊ฐ€ ์žˆ๋‹ค๋ฉด, ๋ถ€๋ถ„ ์žฌ๊ทธ๋ฆผ์„ ์‚ฌ์šฉํ•˜์ง€ ์•Š๊ณ  seed๋ฅผ ๊ณ ์ •ํ•œ ํ›„ CFG ๊ฐ’์„ ์•ฝ๊ฐ„ (0.2~0.3 ๋ฒ”์œ„) ์กฐ์ •ํ•ด๋ณด์„ธ์š”. ์ด๋ ‡๊ฒŒ ํ•˜๋ฉด ์›๋ณธ ์ด๋ฏธ์ง€๋ฅผ ์œ ์ง€ํ•˜๋ฉด์„œ ์™„๋ฒฝํ•œ ์ด๋ฏธ์ง€๋ฅผ ์–ป์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

  • ์—ฌ๊ธฐ์„œ๋Š” ์ œ๊ฐ€ ์ข‹์•„ํ•˜๋Š” ์ ‘๋ฏธ์‚ฌ ๋ฌธ์žฅ์„ ๊ณต์œ ํ•˜๊ณ ์ž ํ•ฉ๋‹ˆ๋‹ค. ์ด ๋ฌธ์žฅ์€ ์ด๋ฏธ์ง€ ํ‘œํ˜„๋ ฅ์„ ๋†’์—ฌ์ค๋‹ˆ๋‹ค. ๋ฌผ๋ก  ํ•„์š”์— ๋”ฐ๋ผ ๋‹จ์–ด๋ฅผ ์ˆ˜์ •ํ•˜์—ฌ ์Šคํƒ€์ผ์„ ๋ฏธ์„ธ ์กฐ์ •ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ํฌํ•จ๋œ ๋‹จ์–ด๋Š” ๋‹ค์Œ๊ณผ ๊ฐ™์Šต๋‹ˆ๋‹ค: fantasy, high contrast, ink strokes, explosions, overexposure, purple and red tone impression, abstract, brush strokes ((watercolor painting by John Berkey and Jeremy Mann)), negative space.

  • ๋งˆ์ง€๋ง‰์œผ๋กœ, ์ด ๋ชจ๋ธ ์—…๋ฐ์ดํŠธ๋ฅผ ์ข‹์•„ํ•˜์‹ ๋‹ค๋ฉด ์ƒ์„ฑํ•œ ๋ฉ‹์ง„ ์ด๋ฏธ์ง€๋ฅผ ๊ณต์œ ํ•ด ์ฃผ์‹œ๊ธธ ๋ฐ”๋ž๋‹ˆ๋‹ค.

Version 3.0 Description:

  • ์ด๋ฏธ์ง€ ์ •๋ณด์˜ XXMix_4_v2893 ๋ชจ๋ธ์€ ์‹ค์ œ๋กœ v3.0 ๋ฒ„์ „์ด์ง€๋งŒ, ์ด๋ฏธ์ง€๊ฐ€ ๋ชจ๋ธ ์ด๋ฆ„ ๋ณ€๊ฒฝ ์ „์— ์ƒ์„ฑ๋˜์—ˆ์Šต๋‹ˆ๋‹ค.

  • XXMix_9 ์‹œ๋ฆฌ์ฆˆ 3.0 ๋ฒ„์ „์„ ์†Œ๊ฐœํ•ฉ๋‹ˆ๋‹ค. ์ด ๋ฒ„์ „์€ ๋‹ค์šฉ์„ฑ๊ณผ LORA ์ง€์›์ด ํฌ๊ฒŒ ํ–ฅ์ƒ๋˜์—ˆ์œผ๋ฉฐ, ์† ํ‘œํ˜„์ด ์ด์ „ ๋ฒ„์ „๋ณด๋‹ค ํ˜„์ €ํžˆ ์ข‹์•„์กŒ์Šต๋‹ˆ๋‹ค. 3.0 ๋ฒ„์ „์€ v2.5, v2.6 ๋ฐ XXMix_4์˜ ํ˜ผํ•ฉ์ž…๋‹ˆ๋‹ค. ์ƒ์„ฑ ์‹œ Embedding ๋ชจ๋ธ ์‚ฌ์šฉ์„ ์ตœ๋Œ€ํ•œ ํ”ผํ–ˆ๋Š”๋ฐ, ๋ช‡๋ช‡ Embedding ๋ชจ๋ธ์€ ๋ถˆ๋ช…ํ™•ํ•˜์—ฌ ์–ด๋–ค ๊ฒƒ์ด ์ž‘๋™ํ•˜๋Š”์ง€ ์•Œ๊ธฐ ์–ด๋ ต๊ณ  ์˜ˆ์ œ ๋ณต์›์ด ์–ด๋ ต๊ธฐ ๋•Œ๋ฌธ์ž…๋‹ˆ๋‹ค.

  • ์˜ˆ์ œ๋ฅผ ๋ณต์›ํ•˜๋ ค๋ฉด ๋จผ์ € ๋‹ค์Œ ํ™•์žฅ ํ”„๋กœ๊ทธ๋žจ์„ ์„ค์น˜ํ•˜์„ธ์š”:

  • Adetailer: ์ด๋ฏธ์ง€ ์ƒ์„ฑ ์‹œ ํ•ญ์ƒ ํ™œ์„ฑํ™”ํ•˜๋Š” ๊ฒƒ์ด ๊ถŒ์žฅ๋˜๋ฉฐ, 90% ์ด์ƒ ์˜ˆ์ œ๋ฅผ ๋ณต์›ํ•˜๋ ค๋ฉด ์ด๋ฏธ์ง€ ์ •๋ณด์—์„œ Adetailer ํ™œ์„ฑํ™”๋ฅผ ํ™•์ธํ•˜์„ธ์š”.

  • ์ฃผ์˜: Adetailer๋Š” https://huggingface.co/Bingsu/adetailer/tree/main์—์„œ ๋ชจ๋ธ์„ ๋‹ค์šด๋กœ๋“œํ•ด์•ผ ํ•˜๋ฉฐ, ๋ชจ๋ธ์€ webui/models/adetailer ๊ฒฝ๋กœ์— ์ €์žฅํ•ฉ๋‹ˆ๋‹ค. adetailer ํด๋”๊ฐ€ ์—†์œผ๋ฉด ์ง์ ‘ ์ƒ์„ฑํ•˜์‹ญ์‹œ์˜ค.

  • Adetailer ์ค‘๊ตญ์–ด ๋™์˜์ƒ ํŠœํ† ๋ฆฌ์–ผ์€ ์—ฌ๊ธฐ์— ์žˆ์Šต๋‹ˆ๋‹ค: ๋‚˜์šฐ์Šค๊ฐ€ ํŠœํ† ๋ฆฌ์–ผ https://www.bilibili.com/video/BV13s4y197cK/?spm_id_from=333.337.search-card.all.click&vd_source=8c2a86ab53df9752cdd75679f58834a6

  • CFG Scale Fix: ํ•„์š” ์‹œ ํ™œ์„ฑํ™”ํ•˜๋ฉด ์ด๋ฏธ์ง€ ํ’ˆ์งˆ์ด ํ–ฅ์ƒ๋ฉ๋‹ˆ๋‹ค. ๊ธฐ๋ณธ๊ฐ’์€ ์•ฝ 7์ด๋ฉฐ, ๋‚ฎ์—๋Š” ์•ฝ๊ฐ„ ๋†’์ด๊ณ  ๋ฐค์—๋Š” ๋‚ฎ์ถฅ๋‹ˆ๋‹ค. (๋‚ด ํ…Œ์ŠคํŠธ์— ๋”ฐ๋ฅด๋ฉด ๋‘ ๋ฒˆ์งธ ์ปดํ“จํ„ฐ์—์„œ๋Š” 100% ๋ณต์›์ด ์•ˆ ๋ฉ๋‹ˆ๋‹ค. ์›์ธ์€ CFG Scale Fix ํ™•์žฅ ๋ฌธ์ œ๊ฑฐ๋‚˜ Tiled VAE ๋ฌธ์ œ์ผ ์ˆ˜ ์žˆ์œผ๋‚˜, ๋Œ€๋žต 90-95%๊นŒ์ง€ ๋ณต์› ๊ฐ€๋Šฅํ•˜๋ฉฐ ์ด๋ฏธ์ง€ ์˜ํ–ฅ์€ ํฌ์ง€ ์•Š์Šต๋‹ˆ๋‹ค.)

  • ๊ฐœ์ธ ๊ฒฝํ—˜: ๋งˆ์Œ์— ๋“œ๋Š” ์ด๋ฏธ์ง€๊ฐ€ ์žˆ์ง€๋งŒ ์†์ด๋‚˜ ๋‹ค๋ฅธ ๋ถ€๋ถ„์— ์‹ฌํ•œ ๋ฌธ์ œ๊ฐ€ ์žˆ์„ ๋•Œ, ๋ถ€๋ถ„ ์žฌ๊ทธ๋ฆผ ๋Œ€์‹  ์‹œ๋“œ๋ฅผ ๊ณ ์ •ํ•˜๊ณ  CFG ๊ฐ’์„ ์•ฝ๊ฐ„(0.2-0.3 ๋ฒ”์œ„) ์กฐ์ •ํ•˜๋ฉด ์›๋ณธ ๊ธฐ๋ฐ˜์—์„œ ์™„๋ฒฝํ•œ ์ด๋ฏธ์ง€๋ฅผ ์–ป์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

  • ์ œ๊ฐ€ ์ข‹์•„ํ•˜๋Š” ์ ‘๋ฏธ์‚ฌ ๋ฌธ์žฅ๋„ ๊ณต์œ ํ•ฉ๋‹ˆ๋‹ค. ์ด๋ฏธ์ง€ ํ‘œํ˜„๋ ฅ์ด ๋” ๊ฐ•ํ•ด์ง‘๋‹ˆ๋‹ค. ํ•„์š”์— ๋”ฐ๋ผ ๋‹จ์–ด๋ฅผ ์ˆ˜์ •ํ•˜์—ฌ ์Šคํƒ€์ผ์„ ๋งž์ถœ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ํฌํ•จ ๋‹จ์–ด๋Š” fantasy, high contrast, ink strokes, explosions, overexposure, purple and red tone impression, abstract, ((watercolor painting by John Berkey and Jeremy Mann)) brush strokes, negative space.

  • ์ด ๋ชจ๋ธ ์—…๋ฐ์ดํŠธ๊ฐ€ ๋งˆ์Œ์— ๋“œ์‹œ๋ฉด, ์ƒ์„ฑํ•œ ์•„๋ฆ„๋‹ค์šด ์ด๋ฏธ์ง€๋ฅผ ๊ณต์œ ํ•ด ์ฃผ์„ธ์š”.

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v26-fp16-no-ema ์—…๋ฐ์ดํŠธ

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v2.6 ๋ฒ„์ „ ์„ค๋ช…:

์ด ๋ฒ„์ „์€ ์†Œ๊ทœ๋ชจ ์—…๋ฐ์ดํŠธ๋กœ ์–ผ๊ตดํ˜•๊ณผ ์† ๋ฌธ์ œ๋ฅผ ์ตœ์ ํ™”ํ–ˆ์œผ๋‚˜ ์ฃผ์š” ๋ถ€๋ถ„์€ ๊ฐ€์ฐจ ์‹œ์Šคํ…œ์ž…๋‹ˆ๋‹ค. ํฐ ๋ฌธ์ œ๋Š” ๋‹ค์Œ ๋ฒ„์ „์—์„œ ํ•ด๊ฒฐํ•  ์˜ˆ์ •์ž…๋‹ˆ๋‹ค.

Version 2.6 release notes:

์ด ๋ฒ„์ „์€ ์–ผ๊ตด๊ณผ ์† ๋ฌธ์ œ๋ฅผ ์ตœ์ ํ™”ํ•œ ์†Œ๊ทœ๋ชจ ์—…๋ฐ์ดํŠธ์ž…๋‹ˆ๋‹ค. ํ•˜์ง€๋งŒ ์ฃผ์š” ์ดˆ์ ์€ ์—ฌ์ „ํžˆ ๊ฐ€์ฑ  ์‹œ์Šคํ…œ์ž…๋‹ˆ๋‹ค. ์ฃผ์š” ๋ฌธ์ œ๋Š” ๋‹ค์Œ ๋ฒ„์ „์—์„œ ๋‹ค๋ฃฐ ์˜ˆ์ •์ž…๋‹ˆ๋‹ค.

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๋ชจ๋ธ์ด ๊ฑฐ์˜ ์“ฐ์ง€ ๋ชปํ•œ๋‹ค๊ณ  ๋Œ“๊ธ€์ด ์žˆ๋Š”๋ฐ, ์ƒˆ ์‚ฌ์šฉ์ž๋Š” ์„ค์ •์ด ์˜ˆ์ œ์™€ ์ผ์น˜ํ•˜๋Š”์ง€ ํ™•์ธํ•ด ์ฃผ์„ธ์š”. ์ „์‹  ์ด๋ฏธ์ง€๋Š” IMG2IMG ์—…์Šค์ผ€์ผ ์ž‘์—…์ด ์žˆ์ง€๋งŒ, ๋‹ค๋ฅธ ์ด๋ฏธ์ง€๋Š” ๋ฐ”๋กœ ์ถœ๋ ฅ๋ฉ๋‹ˆ๋‹ค. ์„ค์ •์ด ์˜ˆ์ œ์™€ ๊ฐ™์€์ง€ ๋ฐ˜๋“œ์‹œ ํ™•์ธํ•˜์„ธ์š”!!!

V2.5 ๋ฒ„์ „์€ ์กฐ๋ช… ํšจ๊ณผ๊ฐ€ ๋” ์ข‹๊ณ  ๋” ๋งŽ์€ ํŒํƒ€์ง€ ์ฝ˜ํ…์ธ ๋ฅผ ์ง€์›ํ•˜๋ฉฐ, ๊ธฐ๋ณธ ์–ผ๊ตดํ˜•์„ ์กฐ์ •ํ•˜๊ณ  ์žฅ๋ฉด ํ‘œํ˜„์ด ๊ฐœ์„ ๋˜์—ˆ์Šต๋‹ˆ๋‹ค.

V2.5 ๋ฒ„์ „์€ ๋” ๋‚˜์€ ์กฐ๋ช… ํšจ๊ณผ์™€ ๋” ๋งŽ์€ ํŒํƒ€์ง€ ์ฝ˜ํ…์ธ  ์ง€์›, ๊ธฐ๋ณธ ์–ผ๊ตดํ˜• ์กฐ์ •, ์žฅ๋ฉด ์„ฑ๋Šฅ ํ–ฅ์ƒ์„ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.

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CFG Scale ๊ฐ’์„ ์ ์ ˆํžˆ ๋‚ฎ์ถ”๋ฉด ๋…ํŠนํ•œ ํšจ๊ณผ๋ฅผ ์–ป์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

V2 ๋ฒ„์ „ ์„ค๋ช…:

1. ๊ธฐ๋ณธ ์–ผ๊ตด์„ ๋ณ€๊ฒฝํ–ˆ์Šต๋‹ˆ๋‹ค.

2. ๋” ๋‚˜์€ ์กฐ๋ช… ํšจ๊ณผ๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.

3. ๋” ๋งŽ์€ ๋ชจ๋ธ์„ ํ†ตํ•ฉํ–ˆ์œผ๋ฉฐ ๊ณ„์†ํ•ด์„œ ์—…๋ฐ์ดํŠธํ•  ์˜ˆ์ •์ž…๋‹ˆ๋‹ค.

4. ๋” ๋‚˜์€ ํ”ผ๋ถ€ ์งˆ๊ฐ์„ ์œ„ํ•ด ์ด๋ฏธ์ง€๋ฅผ ์ƒ์„ฑํ•  ๋•Œ Hires Fix๋ฅผ ์ผœ์ง€ ๋ง๊ณ  ์ƒ์„ฑ๋œ ์ด๋ฏธ์ง€๋ฅผ ์ด๋ฏธ์ง€ ํˆฌ ์ด๋ฏธ์ง€ ๋ชจ๋“œ๋กœ ์ „์†กํ•œ ํ›„ Tiled Diffusion๋ฅผ ์‚ฌ์šฉํ•ด ์—…์Šค์ผ€์ผํ•˜๋Š” ๊ฒƒ์ด ์ข‹์Šต๋‹ˆ๋‹ค. ์ด๋ ‡๊ฒŒ ํ•˜๋ฉด ๋” ํ˜„์‹ค์ ์ธ ํ”ผ๋ถ€ ์งˆ๊ฐ์„ ์–ป์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

5. ์ €๋Š” ์ด ๋Œ€ํ˜• ๋ชจ๋ธ์„ ๊ณ„์† ์—…๋ฐ์ดํŠธํ•˜๊ณ  ๋ฐ˜๋ณตํ•˜์—ฌ ์ฝ˜ํ…์ธ ๋ฅผ ํ’๋ถ€ํ•˜๊ฒŒ ํ•˜๊ณ  ๋ชจ๋ธ์„ ๋” ์žฌ๋ฏธ์žˆ๊ฒŒ ๋งŒ๋“ค๊ณ ์ž ํ•ฉ๋‹ˆ๋‹ค.

๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค!

Version 2 Release Notes:

  1. ๊ธฐ๋ณธ ์–ผ๊ตด์„ ๋ณ€๊ฒฝํ–ˆ์Šต๋‹ˆ๋‹ค.

  2. ์กฐ๋ช… ๋ฐ ๊ทธ๋ฆผ์ž ํšจ๊ณผ๋ฅผ ๊ฐœ์„ ํ–ˆ์Šต๋‹ˆ๋‹ค.

  3. ๋” ๋งŽ์€ ๋ชจ๋ธ์„ ์ถ”๊ฐ€ํ–ˆ๊ณ  ์•ž์œผ๋กœ๋„ ๊ณ„์† ๋ฐ˜๋ณตํ•ฉ๋‹ˆ๋‹ค.

  4. ๋” ๋‚˜์€ ํ”ผ๋ถ€ ์งˆ๊ฐ์„ ์œ„ํ•ด Hires Fix๋ฅผ ์ผœ์ง€ ๋ง๊ณ  Tiled Diffusion ๋ชจ๋“œ๋กœ ์ด๋ฏธ์ง€ ์—…์Šค์ผ€์ผ๋ง์„ ํ•˜์‹ญ์‹œ์˜ค.

  5. ์ด ๋Œ€ํ˜• ๋ชจ๋ธ์„ ๊ณ„์† ์—…๋ฐ์ดํŠธํ•˜๊ณ  ๊ฐœ์„ ํ•ด ๋” ์žฌ๋ฏธ์žˆ๊ฒŒ ๋งŒ๋“ค๊ฒ ์Šต๋‹ˆ๋‹ค.

์ง€์›ํ•ด ์ฃผ์…”์„œ ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค!

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์ถ”์ฒœ ๋งค๊ฐœ๋ณ€์ˆ˜

์ถ”์ฒœ ๋งค๊ฐœ๋ณ€์ˆ˜:

์ƒ˜ํ”Œ๋Ÿฌ: DPM++ 2M Karras ๋˜๋Š” DPM++ SDE Karras

์Šคํ…: 20~40

Hires ์—…์Šค์ผ€์ผ๋Ÿฌ: 4x-UltraSharp

Hires ์—…์Šค์ผ€์ผ: 2

Hires ์Šคํ…: 15

๋…ธ์ด์ฆˆ ์ œ๊ฑฐ ๊ฐ•๋„: 0.2~0.5

CFG ์Šค์ผ€์ผ: 6-8

clip skip 2

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YFG ๋นˆํ‹ฐ์ง€ ์‚ฌ์ง„ [Flux] - v49.0
๋‹ค์Œ
Aja Scruffy Style - Marvel Comic - V1

๋ชจ๋ธ ์„ธ๋ถ€์‚ฌํ•ญ

๋ชจ๋ธ ์œ ํ˜•

Checkpoint

๊ธฐ๋ณธ ๋ชจ๋ธ

SD 1.5

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v4.0

๋ชจ๋ธ ํ•ด์‹œ

18ed2b6c48

์ œ์ž‘์ž

ํ† ๋ก 

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

XXMix_9realistic - v4.0 ์ œ์ž‘ ์ด๋ฏธ์ง€

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ํฌํ† ๋ฆฌ์–ผ๋ฆฌ์Šคํ‹ฑ ์ด๋ฏธ์ง€

์„น์‹œ ์ด๋ฏธ์ง€

์Šคํƒ€์ผ ์ด๋ฏธ์ง€

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