๋ฐ˜์ง์ด๋Š” ๋ถ‰์€ ์—๋ฐ˜๊ฒŒ๋ฆฌ์˜จ ๋ฐ”๋””์ŠˆํŠธ๋ฅผ ์ž…์€ ์•„์Šค์นด ๋ž‘๊ธ€๋ฆฌ์˜ ์ƒ์„ธ ์ƒ๋ฐ˜์‹  ์ดˆ์ƒ, ๋ฐค์˜ ๋„์‹œ ๋ฐฐ๊ฒฝ๊ณผ ๋ณด์ผ€ ์กฐ๋ช…์ด ์–ด์šฐ๋Ÿฌ์ง„ ์—ญ๋™์ ์ธ ํฌ์ฆˆ.
ํฐ์ƒ‰ ํ”„๋ฆด ์…”์ธ ์™€ ๊ฝƒ๋ฌด๋Šฌ ์น˜๋งˆ๋ฅผ ์ž…๊ณ  ์•ผ์™ธ์— ์žˆ๋Š” ๊ฒ€์€ ๋ณด๋ธŒ์ปท ๋จธ๋ฆฌ์™€ ํšŒ์ƒ‰ ๋ˆˆ์„ ๊ฐ€์ง„ ์†Œ๋…€์˜ ์ดˆ์ƒํ™”
๊ฒ€์€ ๋ณด๋ธŒ์ปท ๋จธ๋ฆฌ, ํšŒ์ƒ‰ ๋ˆˆ, ๊ฝƒ๋ฌด๋Šฌ ๋””ํ…Œ์ผ์ด ์žˆ๋Š” ํฐ์ƒ‰ ํ”„๋ฆด ์…”์ธ ๋ฅผ ์ž…์€ ์ Š์€ ์—ฌ์„ฑ์˜ ์ดˆ์ƒํ™”๋กœ, ์ •๊ตํ•œ ํ”ผ๋ถ€ ์งˆ๊ฐ์„ ๋ณด์—ฌ์ค๋‹ˆ๋‹ค.

์ถ”์ฒœ ํ”„๋กฌํ”„ํŠธ

(masterpiece, best quality, highres:1.2), (photorealistic:1.2), (intricate and beautiful:1.2), (detailed light:1.2), (soft lighting, side lighting, reflected light), (colorful, dynamic angle), upper body shot, fashion photography, YOUR PROMPT, dynamic pose, light passing through hair, (abstract background:1.3), (official art), (perfect skin), (sharp)

(best quality, masterpiece, colorful, dynamic angle, (intricate details, hyperdetailed:1.15), detailed, moonlight passing through hair, extreme detailed, highest detailed), HDR+

์ถ”์ฒœ ๋„ค๊ฑฐํ‹ฐ๋ธŒ ํ”„๋กฌํ”„ํŠธ

(worst quality:1.8, low quality:1.8), moles, mole, tears, piercing, freckles, skindentation, cutoffs, shiny skin, lucid skin, pendant, scars on face, interlocked fingers

Easy Negative, negative_hand-neg, moles, mole, piercing, tears, face skin imperfection, freckles, skindentation, cutoffs, shiny skin, scars on face, bad-hands-5

Bad-Images-39000, negative_hand-neg, moles, mole, piercing, tears, face skin imperfection, freckles, skindentation, cutoffs, shiny skin, scars on face, bad-hands-5

ng_deepnegative_v1_75t, (worst quality:1.4), (low quality:1.4), (normal quality:1.4), lowres, bad anatomy, bad hands, normal quality, ((monochrome)), ((grayscale)), ((watermark)), negative_hand-neg, moles, mole, piercing, tears, face skin imperfection, freckles, skindentation, cutoffs, shiny skin, scars on face, bad-hands-5

FastNegativeV2, negative_hand-neg, moles, mole, piercing, tears, face skin imperfection, freckles, skindentation, cutoffs, shiny skin, scars on face, bad-hands-5

For MEN images: girl, woman, female, tits, BadImage_v2-39000, negative_hand-neg, moles, mole, piercing, tears, face skin imperfection, freckles, skindentation, cutoffs, shiny skin, bad-hands-5, scars on face, bad-hands 5

bad-image-v2-39000

์ถ”์ฒœ ๋งค๊ฐœ๋ณ€์ˆ˜

samplers

DPM++ 2M SDE Karras

steps

30

cfg

6 - 7

clip skip

2

resolution

576x1024, 768x1024, 512x904

vae

840000 ema pruned, vae-ft-mse-840000-ema-pruned.ckpt (c6a580b13a)

other models

Animerge V2.5 (fd804e2e76)

์ถ”์ฒœ ๊ณ ํ•ด์ƒ๋„ ๋งค๊ฐœ๋ณ€์ˆ˜

upscaler

4x-Ultrasharp, 4X NMKD Superscale, R-ESRGAN 4x + Anime6B

upscale

1.5

steps

20 - 30

ํŒ

๊ณผ๋„ํ•œ ๋„ค๊ฑฐํ‹ฐ๋ธŒ ํ”„๋กฌํ”„ํŠธ๋Š” ์ฐฝ์ž‘๋ฌผ์„ ์•…ํ™”์‹œํ‚ฌ ์ˆ˜ ์žˆ์œผ๋‹ˆ ๊ถŒ์žฅ ์ œ์•ˆ์„ ๋”ฐ๋ฅด์„ธ์š”.

์ข‹์•„ํ•˜๋Š” ์บ๋ฆญํ„ฐ์— LoRA๋ฅผ ์ ์šฉํ•˜๊ธฐ ์ „, ๋จผ์ € ์ ์šฉํ•˜์ง€ ์•Š๊ณ  ๋ชจ๋ธ์˜ ๋Šฅ๋ ฅ์„ ํ™•์ธํ•ด ๋ณด์„ธ์š”.

Automatic1111(A1111) ์ธํ„ฐํŽ˜์ด์Šค์—์„œ ์„ธ๋ถ€ ๋ฌ˜์‚ฌ ํ–ฅ์ƒ์„ ์œ„ํ•ด ADetailer ํ™•์žฅ์„ ์‚ฌ์šฉํ•˜์„ธ์š”.

xFormers๋ฅผ ์„ค์น˜ํ•  ์ˆ˜ ์—†๋‹ค๋ฉด ๋Œ€์•ˆ์œผ๋กœ SDP-ATTENTION ์ตœ์ ํ™”๋ฅผ ์‚ฌ์šฉํ•˜์„ธ์š”.

์–ผ๊ตด ์ธํŽ˜์ธํŒ… ์‹œ ์–ผ๊ตด, ๋ชฉ, ๊ท€๋งŒ ์น ํ•œ ํ›„ inpaint masked๋ฅผ ์„ ํƒํ•˜๊ณ  ๋ฐฐ์น˜ ํฌ๊ธฐ 8, ์ƒ˜ํ”Œ๋ง ๋‹จ๊ณ„ 50์œผ๋กœ ์„ค์ •ํ•˜์„ธ์š”.

๋” ๋‚˜์€ ์„ฑ๋Šฅ์„ ์œ„ํ•ด A1111 ์„ค์ •์—์„œ xFormers ํฌ๋กœ์Šค ์–ดํ…์…˜ ์ตœ์ ํ™”๋ฅผ ํ™œ์„ฑํ™”ํ•˜์„ธ์š”.

์ตœ๊ณ  ํ’ˆ์งˆ์„ ์œ„ํ•ด DPM++ 2M SDE Karras ์ƒ˜ํ”Œ๋Ÿฌ๋ฅผ ์‚ฌ์šฉํ•˜๊ณ  50๋‹จ๊ณ„ ์ดํ•˜๋กœ ์„ค์ •ํ•˜์ง€ ๋งˆ์„ธ์š”.

์ผ๊ด€๋œ ๊ฒฐ๊ณผ๋ฅผ ์œ„ํ•ด A1111์—์„œ Nvidia GPU ๋žœ๋ค ๋„˜๋ฒ„ ์ƒ์„ฑ๊ธฐ ์†Œ์Šค๋ฅผ ์—๋ฎฌ๋ ˆ์ด์…˜ํ•˜์„ธ์š”.

๋ฒ„์ „ ํ•˜์ด๋ผ์ดํŠธ

์ƒˆ๋กœ์šด Animerge ๋ฒ„์ „์„ ์†Œ๊ฐœํ•ฉ๋‹ˆ๋‹ค.

๋จผ์ € ๋ถ€ํƒ์ด ์žˆ์Šต๋‹ˆ๋‹ค.

๋‚ด ๋ชจ๋ธ์„ ์‚ฌ์šฉํ•˜๋Š” ๊ฒฝ์šฐ, A1111์šฉ ADetailer ํ™•์žฅ์„ ์„ค์น˜ํ•˜์„ธ์š”.

Stable Diffusion ๋‚ด "Extensions" ํƒญ์œผ๋กœ ๊ฐ€์„ธ์š”.

  • "URL๋กœ ์„ค์น˜" ํ•˜์œ„ ์„น์…˜์œผ๋กœ ์ด๋™

  • ๋‹ค์Œ URL ๋ถ™์—ฌ๋„ฃ๊ธฐ: https://github.com/Bing-su/adetailer

  • "์„ค์น˜" ๋ฒ„ํŠผ ํด๋ฆญ

  • Stable Diffusion ์žฌ์‹œ์ž‘

๋‘ ๋ฒˆ์งธ:
๊ถŒ์žฅ ์„ค์ •์ด ๋ณ€๊ฒฝ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. xformers ๋ชจ๋“ˆ ์„ค์น˜๊ฐ€ ์–ด๋ ค์šด ์‚ฌ์šฉ์ž๋„ ์ด๋ฏธ์ง€ ์ตœ์ ํ™”๋ฅผ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

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์ด๋ฒˆ์—๋Š” ๋” ๋งŽ์€ ํ…œํ”Œ๋ฆฟ์„ ์‚ฌ์šฉํ–ˆ์œผ๋ฉฐ(์†”์งํžˆ ๋ชจ๋‘ ๊ธฐ์–ตํ•˜์ง€๋„ ๋ชปํ•จ) ์ฃผ์š” ํ…œํ”Œ๋ฆฟ์€ Gui Realism Photo์ด๋ฉฐ, ์ œ์ž‘์ž๋Š” Jujustine์ž…๋‹ˆ๋‹ค.

๊ฒฐ๊ณผ์ ์œผ๋กœ ํ‰์†Œ์™€ ๋‹ค๋ฅธ ๊ตฌ๋„๊ฐ€ ๋‚˜์˜ค์ง€๋งŒ, ๋ถˆํ–‰ํžˆ๋„ ์ด๋ฏธ์ง€ ์ƒ์„ฑ ์˜ค๋ฅ˜(์˜ˆ: ์„ธ ๋‹ค๋ฆฌ)๊ฐ€ ์กฐ๊ธˆ ๋” ์ž์ฃผ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค.

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  • ์ƒ˜ํ”Œ๋ง ๋ฐฉ์‹: DPM++ 2M SDE Karras

  • ์ƒ˜ํ”Œ๋ง ๋‹จ๊ณ„: 50 ์ด์ƒ (์ตœ์†Œ๋กœ, ์ด ๊ฐ’ ์ดํ•˜๋กœ ๋‚ด๋ ค๊ฐ€์ง€ ์•Š๋Š” ๊ฒƒ์ด ๋งค์šฐ ์ค‘์š”)

  • ๋„ˆ๋น„: 576 (๋˜๋Š” 768)

  • ๋†’์ด: 1024

  • CFG ์Šค์ผ€์ผ: 6~7

๋‚˜์˜ ์„ ํ˜ธ ํ”„๋กฌํ”„ํŠธ:

  • (masterpiece, best quality, highres:1.2), (photorealistic:1.2), (intricate and beautiful:1.2), (detailed light:1.2), (soft lighting, side lighting, reflected light), (colorful, dynamic angle), ์ƒ๋ฐ˜์‹  ์ดฌ์˜, ํŒจ์…˜ ์‚ฌ์ง„, ๋‹น์‹ ์˜ ํ”„๋กฌํ”„ํŠธ, ๋™์ ์ธ ํฌ์ฆˆ, ๋จธ๋ฆฌ๋ฅผ ํ†ต๊ณผํ•˜๋Š” ๋น›, (์ถ”์ƒ์  ๋ฐฐ๊ฒฝ:1.3), (๊ณต์‹ ์•„ํŠธ), (์™„๋ฒฝํ•œ ํ”ผ๋ถ€), (์„ ๋ช…ํ•จ)

๋ถ€์ •์  ํ”„๋กฌํ”„ํŠธ:

  • (worst quality:1.8, low quality:1.8), ์ , ์‚ฌ๋งˆ๊ท€, ๋ˆˆ๋ฌผ, ํ”ผ์–ด์‹ฑ, ์ฃผ๊ทผ๊นจ, ํ”ผ๋ถ€ ์š”์ฒ , ์ž˜๋ฆผ, ๋ฐ˜์ง์ด๋Š” ํ”ผ๋ถ€, ํˆฌ๋ช…ํ•œ ํ”ผ๋ถ€, ํŽœ๋˜ํŠธ, ์–ผ๊ตด ํ‰ํ„ฐ, ์†๊ฐ€๋ฝ ๊ฑธ๋ฆผ,

๋‹ค์Œ ๋ถ€์ • ์ž„๋ฒ ๋”ฉ๋„ ์‚ฌ์šฉ ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค:

  • 1) Easy Negative, negative_hand-neg, EasyNegative, negative_hand-neg, ์ , ์‚ฌ๋งˆ๊ท€, ํ”ผ์–ด์‹ฑ, ๋ˆˆ๋ฌผ, ํ”ผ๋ถ€ ๊ฒฐํ•จ, ์ฃผ๊ทผ๊นจ, ํ”ผ๋ถ€ ์š”์ฒ , ์ž˜๋ฆผ, ๋ฐ˜์ง์ด๋Š” ํ”ผ๋ถ€, ์–ผ๊ตด ํ‰ํ„ฐ, bad-hands-5

  • 2) Bad-Images-39000, negative_hand-neg, ์ , ์‚ฌ๋งˆ๊ท€, ํ”ผ์–ด์‹ฑ, ๋ˆˆ๋ฌผ, ํ”ผ๋ถ€ ๊ฒฐํ•จ, ์ฃผ๊ทผ๊นจ, ํ”ผ๋ถ€ ์š”์ฒ , ์ž˜๋ฆผ, ๋ฐ˜์ง์ด๋Š” ํ”ผ๋ถ€, ์–ผ๊ตด ํ‰ํ„ฐ, bad-hands-5

  • 3) ng_deepnegative_v1_75t, (worst quality:1.4), (low quality:1.4), (normal quality:1.4), ์ €ํ•ด์ƒ๋„, ํ•ด๋ถ€ํ•™ ์˜ค๋ฅ˜, ์† ์˜ค๋ฅ˜, ์ผ๋ฐ˜ ํ’ˆ์งˆ, ((๋ชจ๋…ธํฌ๋กฌ)), ((๊ทธ๋ ˆ์ด์Šค์ผ€์ผ)), ((์›Œํ„ฐ๋งˆํฌ)), negative_hand-neg, ์ , ์‚ฌ๋งˆ๊ท€, ํ”ผ์–ด์‹ฑ, ๋ˆˆ๋ฌผ, ํ”ผ๋ถ€ ๊ฒฐํ•จ, ์ฃผ๊ทผ๊นจ, ํ”ผ๋ถ€ ์š”์ฒ , ์ž˜๋ฆผ, ๋ฐ˜์ง์ด๋Š” ํ”ผ๋ถ€, ์–ผ๊ตด ํ‰ํ„ฐ,bad-hands-5

  • 4) (EasyNegativeV2:1.3), AloeCrapArt-1000-neg, negative_hand-neg, ์ , ์‚ฌ๋งˆ๊ท€, ํ”ผ์–ด์‹ฑ, ๋ˆˆ๋ฌผ, ํ”ผ๋ถ€ ๊ฒฐํ•จ, ์ฃผ๊ทผ๊นจ, ํ”ผ๋ถ€ ์š”์ฒ , ์ž˜๋ฆผ, ๋ฐ˜์ง์ด๋Š” ํ”ผ๋ถ€, ์–ผ๊ตด ํ‰ํ„ฐ, ๋ฌธ์‹ , bad-hands-5

  • 5) FastNegativeV2, negative_hand-neg, ์ , ์‚ฌ๋งˆ๊ท€, ํ”ผ์–ด์‹ฑ, ๋ˆˆ๋ฌผ, ํ”ผ๋ถ€ ๊ฒฐํ•จ, ์ฃผ๊ทผ๊นจ, ํ”ผ๋ถ€ ์š”์ฒ , ์ž˜๋ฆผ, ๋ฐ˜์ง์ด๋Š” ํ”ผ๋ถ€, ์–ผ๊ตด ํ‰ํ„ฐ bad-hands-5

  • 6) ๋‚จ์„ฑ ์ด๋ฏธ์ง€์— ๋Œ€ํ•ด: ์†Œ๋…€, ์—ฌ์„ฑ, ์—ฌ์ž, ๊ฐ€์Šด, BadImage_v2-39000, negative_hand-neg, ์ , ์‚ฌ๋งˆ๊ท€, ํ”ผ์–ด์‹ฑ, ๋ˆˆ๋ฌผ, ํ”ผ๋ถ€ ๊ฒฐํ•จ, ์ฃผ๊ทผ๊นจ, ํ”ผ๋ถ€ ์š”์ฒ , ์ž˜๋ฆผ, ๋ฐ˜์ง์ด๋Š” ํ”ผ๋ถ€, bad-hands-5, ์–ผ๊ตด ํ‰ํ„ฐ, bad-hands 5

ํฌ๋ฆฌ์—์ดํ„ฐ ์Šคํฐ์„œ

๋…์  ๋ชจ๋ธ์€ Mage.Space์—์„œ ํ™•์ธํ•˜์„ธ์š”: AniMage PXL โ€ข AniReal PXL โ€ข Lucid Dream โ€ข AniMage SD1.5 โ€ข Realistic Portrait

Shakker.ai์™€ ํ˜‘๋ ฅ

๋‚ด ์ž‘ํ’ˆ์ด ๋งˆ์Œ์— ๋“œ์‹œ๋ฉด Ko-fi์—์„œ ์ปคํ”ผ๋‚˜ ๋งฅ์ฃผ๋ฅผ ์‚ฌ์ฃผ์‹ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

ํ•˜๋“œ์›จ์–ด ์œ„์‹œ๋ฆฌ์ŠคํŠธ: Amazon Wishlist

!!! CIVITAI ์™ธ๋ถ€์—์„œ ๋‚ด ๋ชจ๋ธ ์—…๋กœ๋“œ/๊ณต์œ ๋Š” ์—„๊ฒฉํžˆ ๊ธˆ์ง€๋ฉ๋‹ˆ๋‹ค* !!!


๋…์  ๋ชจ๋ธ์€ Mage.Space์—์„œ ํ™•์ธํ•˜์„ธ์š”: AniMage PXL โ€ข AniReal PXL โ€ข Lucid Dream โ€ข AniMage SD1.5 โ€ข Realistic Portrait
SDXL - Pony: AniVerse PXL โ€ข AniMerge PXL โ€ข AniToon PXL โ€ข AniMics PXL โ€ข AniVerse XL
SD1.5: AniVerse โ€ข AniThing โ€ข AniMerge โ€ข AniMesh โ€ข AniToon โ€ข AniMics


Shakker.ai์™€ ํ˜‘๋ ฅํ•˜์˜€์Šต๋‹ˆ๋‹ค.


์ด ๋ชจ๋ธ์€ ๊ฐœ์ธ ์‚ฌ์šฉ์€ ๋ฌด๋ฃŒ์ด๋ฉฐ, ๊ฐœ์ธ ๋ณ‘ํ•ฉ ๋„ ๋ฌด๋ฃŒ์ž…๋‹ˆ๋‹ค(*).
์ƒ์—…์  ์‚ฌ์šฉ์„ ์›ํ•˜์‹œ๋ฉด ์ €์—๊ฒŒ ์—ฐ๋ฝ ๋ฐ”๋ž๋‹ˆ๋‹ค(Ko-fi) ๋˜๋Š” ์ด๋ฉ”์ผ: samuele[dot]bonzio[at]gmail[dot]com


โฌ‡์•„๋ž˜ ์ •๋ณด๋ฅผ ์ฝ๊ณ  ๊ณ ํ’ˆ์งˆ ์ด๋ฏธ์ง€ ์–ป๊ธฐ (์ž์„ธํžˆ ๋ณด๊ธฐ ํด๋ฆญ) โฌ‡


Animerge - ์‹คํ—˜ ์ค‘

์ด๊ฒƒ์€ ์ƒˆ๋กœ์šด Aniverse ๋ชจ๋ธ์„ ํ›ˆ๋ จํ•˜๋Š” ๋™์•ˆ์˜ ์‹คํ—˜์ ์ธ ํ”„๋กœ์ ํŠธ์ž…๋‹ˆ๋‹ค.
๊ธฐ๋‹ค๋ฆฌ๋Š” ๋™์•ˆ์—๋Š” Aniverse ๋˜๋Š” Animesh์™€ ๋‹ค๋ฅธ ๋ชจ๋ธ์˜ ๋ณ‘ํ•ฉ์„ ์‹คํ—˜ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.


-> ๋‚ด ๋ชจ๋ธ ์‚ฌ์šฉ์— ๋งŒ์กฑํ•œ๋‹ค๋ฉด โค๏ธ๋ฅผ ๋ˆŒ๋Ÿฌ ์ง„ํ–‰ ์ƒํ™ฉ์„ ํŒ”๋กœ์šฐํ•˜๊ณ  ๋ชจ๋ธ ๋ฆฌ๋ทฐ์— โญโญโญโญโญ๋ฅผ ๋‚จ๊ฒจ์ฃผ์„ธ์š”. ์ •๋ง ์ค‘์š”ํ•ฉ๋‹ˆ๋‹ค!

๋ฏธ๋ฆฌ ๊ฐ์‚ฌ๋“œ๋ฆฝ๋‹ˆ๋‹ค ๐Ÿ™‡

์ด ๋ชจ๋ธ์„ ์‚ฌ์šฉํ•ด ์ฐฝ์ž‘ํ•œ ์ž‘ํ’ˆ์„ ๊ผญ ๊ณต๊ฐœํ•ด ์ฃผ์„ธ์š”! ์—ฌ๋Ÿฌ๋ถ„์˜ ์ƒ์ƒ๋ ฅ์ด ์–ด๋–ป๊ฒŒ ๋ฐœํœ˜๋˜๋Š”์ง€ ๋ณด๊ณ  ์‹ถ์Šต๋‹ˆ๋‹ค!


  • ๊ณผ๋„ํ•œ ๋„ค๊ฑฐํ‹ฐ๋ธŒ ํ”„๋กฌํ”„ํŠธ๋Š” ์ฐฝ์ž‘๋ฌผ์„ ์•…ํ™”์‹œํ‚ฌ ์ˆ˜ ์žˆ์œผ๋‹ˆ ์•„๋ž˜ ์ œ์•ˆ์„ ๋”ฐ๋ฅด์„ธ์š”!

  • ์ข‹์•„ํ•˜๋Š” ์บ๋ฆญํ„ฐ์— LoRA๋ฅผ ์ ์šฉํ•˜๊ธฐ ์ „, ๋จผ์ € ์ ์šฉํ•˜์ง€ ์•Š๊ณ  ์‹œ๋„ํ•ด ๋ณด์„ธ์š”. ๋ชจ๋ธ์˜ ๋Šฅ๋ ฅ์— ๋†€๋ž„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค!


A1111 ๋‚˜์˜ ์„ค์ •:

๋‚ด ๊ฐœ์ธ PC์—์„œ A1111๋ฅผ ๋‹ค์Œ๊ณผ ๊ฐ™์ด ์‹คํ–‰ํ•ฉ๋‹ˆ๋‹ค:

  • COMMANDLINE_ARGS= --xformers ๋กœ ์„ค์ •

xFormers ์„ค์น˜๊ฐ€ ์–ด๋ ค์šฐ๋ฉด(์•„๋ž˜ ์ฐธ๊ณ ) ๋‚ด Google Colab ์„ค์ •์„ ์‚ฌ์šฉํ•˜์„ธ์š”:

  • COMMANDLINE_ARGS= --disable-model-loading-ram-optimization --opt-sdp-no-mem-attention ๋กœ ์„ค์ •

๋‚ด A1111 ๋ฒ„์ „: v1.6.0-RC-28-ga0af2852 โ€€โ€ขโ€€ python: 3.10.6 โ€€โ€ขโ€€ torch: 2.0.1+cu118 โ€€โ€ขโ€€ xformers: 0.0.20 โ€€โ€ขโ€€ gradio: 3.41.2

๋‚ด ๊ฐœ์ธ PC์ฒ˜๋Ÿผ xformers ์ตœ์ ํ™” ํ™œ์„ฑํ™”๋ฅผ ์›ํ•œ๋‹ค๋ฉด (xFormers ์„ค์น˜ ๋ฐฉ๋ฒ•):

  • A1111์—์„œ "์„ค์ • ํƒญ" ํด๋ฆญ

  • ์ขŒ์ธก ์—ด์—์„œ "์ตœ์ ํ™”" ํด๋ฆญ

  • "ํฌ๋กœ์Šค ์–ดํ…์…˜ ์ตœ์ ํ™”"์—์„œ "xformers" ์„ ํƒ

  • "์„ค์ • ์ ์šฉ" ํด๋ฆญ

  • Stable Diffusion ์žฌ์‹œ์ž‘

xFormers ์„ค์น˜๊ฐ€ ์–ด๋ ค์šฐ๋ฉด ๋‚ด Google Colab์ฒ˜๋Ÿผ SDP-ATTENTION ์‚ฌ์šฉ:

  • A1111์—์„œ "์„ค์ • ํƒญ" ํด๋ฆญ

  • ์ขŒ์ธก ์—ด์—์„œ "์ตœ์ ํ™”" ํด๋ฆญ

  • "ํฌ๋กœ์Šค ์–ดํ…์…˜ ์ตœ์ ํ™”"์—์„œ "sdp-no-mem - ๋ฉ”๋ชจ๋ฆฌ ํšจ์œจ์ ์ด์ง€ ์•Š์€ ์Šค์ผ€์ผ๋“œ ๋‹ท ํ”„๋กœ๋•ํŠธ ์–ดํ…์…˜" ์„ ํƒ

  • "์„ค์ • ์ ์šฉ" ํด๋ฆญ

  • Stable Diffusion ์žฌ์‹œ์ž‘

Nvidia GPU ๋žœ๋ค ๋„˜๋ฒ„ ์ƒ์„ฑ๊ธฐ ์—๋ฎฌ๋ ˆ์ด์…˜ ๋ฐฉ๋ฒ•:

  • A1111์—์„œ "์„ค์ • ํƒญ" ํด๋ฆญ

  • ์ขŒ์ธก ์—ด์—์„œ "๋ชจ๋“  ํŽ˜์ด์ง€ ํ‘œ์‹œ" ํด๋ฆญ

  • "๋žœ๋ค ๋„˜๋ฒ„ ์ƒ์„ฑ๊ธฐ ์†Œ์Šค" ๊ฒ€์ƒ‰

  • "NV" ์„ ํƒ

  • "์„ค์ • ์ ์šฉ" ํด๋ฆญ

  • Stable Diffusion ์žฌ์‹œ์ž‘

๋‚ด ๋ชจ๋ธ ์‚ฌ์šฉ ์‹œ A1111์šฉ ADetailer ํ™•์žฅ ์„ค์น˜ ๊ถŒ์žฅ.

Stable Diffusion ๋‚ด "Extensions" ํƒญ์œผ๋กœ ์ด๋™.

  • "URL๋กœ ์„ค์น˜" ํ•˜์œ„ ์„น์…˜์œผ๋กœ ์ด๋™.

  • ๋‹ค์Œ URL ๋ถ™์—ฌ๋„ฃ๊ธฐ: https://github.com/Bing-su/adetailer

  • "์„ค์น˜" ๋ฒ„ํŠผ ํด๋ฆญํ•˜์—ฌ ํ™•์žฅ ์„ค์น˜

  • Stable Diffusion ์žฌ์‹œ์ž‘

Euler Smea Dyn ๋ฐ Euler Max ์ƒ˜ํ”Œ๋Ÿฌ ์„ค์น˜ ๋ฐฉ๋ฒ•:

  • A1111์—์„œ "ํ™•์žฅ ํƒญ" ํด๋ฆญ

  • "URL๋กœ ์„ค์น˜" ํด๋ฆญ

  • "ํ™•์žฅ git ์ €์žฅ์†Œ URL"์— ์ด ๋งํฌ ์ž…๋ ฅ: https://github.com/licyk/advanced_euler_sampler_extension

  • ์„ค์น˜ ํ›„ "์„ค์น˜๋จ" ํƒญ ํด๋ฆญ

  • "์ ์šฉ ๋ฐ ์ข…๋ฃŒ" ํด๋ฆญ

  • Stable Diffusion ์žฌ์‹œ์ž‘

  • ์ƒ˜ํ”Œ๋Ÿฌ ๋ชฉ๋ก ๋์— ์ƒˆ ์ƒ˜ํ”Œ๋Ÿฌ๊ฐ€ ์ถ”๊ฐ€๋จ

Euler Smea Dyn ๋ฐ Euler Max ์ƒ˜ํ”Œ๋Ÿฌ์™€ ํ•จ๊ป˜ ADetailer ์‚ฌ์šฉ๋ฒ•:

  • A1111์—์„œ "txt2img" ํƒญ ํด๋ฆญ

  • ํŽผ์ณ์„œ "ADetailer ํ™œ์„ฑํ™”" ํด๋ฆญ

  • ์•„๋ž˜๋กœ ์Šคํฌ๋กคํ•˜์—ฌ "์ธํŽ˜์ธํŠธ" ์„น์…˜์„ ํ™•์žฅ

  • "๋ณ„๋„ ์ƒ˜ํ”Œ๋Ÿฌ ์‚ฌ์šฉ" ์ผœ๊ธฐ ํด๋ฆญ

  • "DPM++ 2M Karras" (๋˜๋Š” ์„ ํ˜ธํ•˜๋Š” ์ƒ˜ํ”Œ๋Ÿฌ) ์„ ํƒ



  • ์ƒ˜ํ”Œ๋ง ๋ฐฉ์‹: DPM++ 2M SDE Karras

  • ์ƒ˜ํ”Œ๋ง ๋‹จ๊ณ„: 50 ์ด์ƒ (์ตœ์†Œํ•œ์œผ๋กœ, ์ด ๊ฐ’ ์ดํ•˜๋กœ ๋‚ด๋ ค๊ฐ€์ง€ ์•Š๋Š” ๊ฒƒ์ด ๋งค์šฐ ์ค‘์š”)

  • ๋„ˆ๋น„: 576 (๋˜๋Š” 768)

  • ๋†’์ด: 1024

  • CFG ์Šค์ผ€์ผ: 6~7


๋‚˜์˜ ์„ ํ˜ธ ํ”„๋กฌํ”„ํŠธ:

  • (masterpiece, best quality, highres:1.2), (photorealistic:1.2), (intricate and beautiful:1.2), (detailed light:1.2), (soft lighting, side lighting, reflected light), (colorful, dynamic angle), ์ƒ๋ฐ˜์‹  ์ดฌ์˜, ํŒจ์…˜ ์‚ฌ์ง„, ๋‹น์‹ ์˜ ํ”„๋กฌํ”„ํŠธ, ๋™์ ์ธ ํฌ์ฆˆ, ๋จธ๋ฆฌ๋ฅผ ํ†ต๊ณผํ•˜๋Š” ๋น›, (์ถ”์ƒ์  ๋ฐฐ๊ฒฝ:1.3), (๊ณต์‹ ์•„ํŠธ), (์™„๋ฒฝํ•œ ํ”ผ๋ถ€), (์„ ๋ช…ํ•จ)


    ๋ถ€์ •์  ํ”„๋กฌํ”„ํŠธ:

  • (worst quality:1.8, low quality:1.8), ์ , ์‚ฌ๋งˆ๊ท€, ๋ˆˆ๋ฌผ, ํ”ผ์–ด์‹ฑ, ์ฃผ๊ทผ๊นจ, ํ”ผ๋ถ€ ์š”์ฒ , ์ž˜๋ฆผ, ๋ฐ˜์ง์ด๋Š” ํ”ผ๋ถ€, ํˆฌ๋ช…ํ•œ ํ”ผ๋ถ€, ํŽœ๋˜ํŠธ, ์–ผ๊ตด ํ‰ํ„ฐ, ์†๊ฐ€๋ฝ ๊ฑธ๋ฆผ,


๋‹ค์Œ ๋ถ€์ • ์ž„๋ฒ ๋”ฉ๋„ ์‚ฌ์šฉ ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค:

  • 1) Easy Negative, negative_hand-neg, EasyNegative, negative_hand-neg, ์ , ์‚ฌ๋งˆ๊ท€, ํ”ผ์–ด์‹ฑ, ๋ˆˆ๋ฌผ, ํ”ผ๋ถ€ ๊ฒฐํ•จ, ์ฃผ๊ทผ๊นจ, ํ”ผ๋ถ€ ์š”์ฒ , ์ž˜๋ฆผ, ๋ฐ˜์ง์ด๋Š” ํ”ผ๋ถ€, ์–ผ๊ตด ํ‰ํ„ฐ, bad-hands-5

  • 2) Bad-Images-39000, negative_hand-neg, ์ , ์‚ฌ๋งˆ๊ท€, ํ”ผ์–ด์‹ฑ, ๋ˆˆ๋ฌผ, ํ”ผ๋ถ€ ๊ฒฐํ•จ, ์ฃผ๊ทผ๊นจ, ํ”ผ๋ถ€ ์š”์ฒ , ์ž˜๋ฆผ, ๋ฐ˜์ง์ด๋Š” ํ”ผ๋ถ€, ์–ผ๊ตด ํ‰ํ„ฐ, bad-hands-5

  • 3) ng_deepnegative_v1_75t, (worst quality:1.4), (low quality:1.4), (normal quality:1.4), ์ €ํ•ด์ƒ๋„, ํ•ด๋ถ€ํ•™ ์˜ค๋ฅ˜, ์† ์˜ค๋ฅ˜, ์ผ๋ฐ˜ ํ’ˆ์งˆ, ((๋ชจ๋…ธํฌ๋กฌ)), ((๊ทธ๋ ˆ์ด์Šค์ผ€์ผ)), ((์›Œํ„ฐ๋งˆํฌ)), negative_hand-neg, ์ , ์‚ฌ๋งˆ๊ท€, ํ”ผ์–ด์‹ฑ, ๋ˆˆ๋ฌผ, ํ”ผ๋ถ€ ๊ฒฐํ•จ, ์ฃผ๊ทผ๊นจ, ํ”ผ๋ถ€ ์š”์ฒ , ์ž˜๋ฆผ, ๋ฐ˜์ง์ด๋Š” ํ”ผ๋ถ€, ์–ผ๊ตด ํ‰ํ„ฐ,bad-hands-5

  • 4) (EasyNegativeV2:1.3), AloeCrapArt-1000-neg, negative_hand-neg, ์ , ์‚ฌ๋งˆ๊ท€, ํ”ผ์–ด์‹ฑ, ๋ˆˆ๋ฌผ, ํ”ผ๋ถ€ ๊ฒฐํ•จ, ์ฃผ๊ทผ๊นจ, ํ”ผ๋ถ€ ์š”์ฒ , ์ž˜๋ฆผ, ๋ฐ˜์ง์ด๋Š” ํ”ผ๋ถ€, ์–ผ๊ตด ํ‰ํ„ฐ, ๋ฌธ์‹ , bad-hands-5

  • 5) FastNegativeV2, negative_hand-neg, ์ , ์‚ฌ๋งˆ๊ท€, ํ”ผ์–ด์‹ฑ, ๋ˆˆ๋ฌผ, ํ”ผ๋ถ€ ๊ฒฐํ•จ, ์ฃผ๊ทผ๊นจ, ํ”ผ๋ถ€ ์š”์ฒ , ์ž˜๋ฆผ, ๋ฐ˜์ง์ด๋Š” ํ”ผ๋ถ€, ์–ผ๊ตด ํ‰ํ„ฐ bad-hands-5

  • 6) ๋‚จ์„ฑ ์ด๋ฏธ์ง€์— ๋Œ€ํ•ด: ์†Œ๋…€, ์—ฌ์„ฑ, ์—ฌ์ž, ๊ฐ€์Šด, BadImage_v2-39000, negative_hand-neg, ์ , ์‚ฌ๋งˆ๊ท€, ํ”ผ์–ด์‹ฑ, ๋ˆˆ๋ฌผ, ํ”ผ๋ถ€ ๊ฒฐํ•จ, ์ฃผ๊ทผ๊นจ, ํ”ผ๋ถ€ ์š”์ฒ , ์ž˜๋ฆผ, ๋ฐ˜์ง์ด๋Š” ํ”ผ๋ถ€, bad-hands-5, ์–ผ๊ตด ํ‰ํ„ฐ, bad-hands 5


HiRes.Fix ์„ค์ •:

HiRes Fix๋ฅผ ์‚ฌ์šฉํ•˜์ง€ ์•Š๋Š” ์ด์œ :

1) ๋‚ด ์ปดํ“จํ„ฐ์—์„œ๋Š” ์ž‘๋™ํ•˜์ง€ ์•Š์Œ

2) ๋‚ด ๋ชจ๋ธ์€ ํ•„์š” ์—†์Œ. txt2image, adetailer, ๋ฆฌ์†Œ์Šค ํƒญ์˜ ๊ถŒ์žฅ ์—…์Šค์ผ€์ผ๋Ÿฌ๋ฅผ ์‚ฌ์šฉํ•˜์„ธ์š”.

์‚ฌ์šฉ์„ ์›ํ•œ๋‹ค๋ฉด MarkWar๊ฐ€ ๋ณด๋‚ธ ์„ค์ •:

์—…์Šค์ผ€์ผ ๋น„์œจ: 1.5

๋‹จ๊ณ„: 20~30

์—…์Šค์ผ€์ผ๋Ÿฌ: R-ESRGAN 4x + Anime6B,

๋…ธ์ด์ฆˆ ์ œ๊ฑฐ ๊ฐ•๋„: 0.4

Adetailer: face_yolov8n

adetailer ์„ค์น˜ ๋ฐ ์‚ฌ์šฉ๋ฒ•: ์—ฌ๊ธฐ ํด๋ฆญ


์ธํŽ˜์ธํŒ… ์„ค์ •:

๋‚ด ์ด๋ฏธ์ง€์— ์ธํŽ˜์ธํŒ…์„ ์‚ฌ์šฉํ–ˆ๋‹ค๋ฉด, ์–ผ๊ตด๋งŒ ์ˆ˜์ •ํ–ˆ์Šต๋‹ˆ๋‹ค (๋‚ด ์˜ค๋ž˜๋œ PC์—์„œ๋Š” Hires Fix๊ฐ€ ์ž‘๋™ํ•˜์ง€ ์•Š๊ณ  ๋ฉˆ์ถค). ์„ค์ •์€ ๋‹ค์Œ๊ณผ ๊ฐ™์Šต๋‹ˆ๋‹ค:

  • img2img ํƒญ ํด๋ฆญ, ๊ทธ ๋‹ค์Œ inpaint ์„ ํƒ ->

  • ์–ผ๊ตด๋งŒ ์น ํ•˜๊ธฐ (์–ผ๊ตด, ๋ชฉ, ๊ท€ ๋“ฑ) ํ›„ ์„ค์ •:

  • inpaint masked

  • only masked

  • only masked ํŒจ๋”ฉ, ํ”ฝ์…€: 12

  • ์ƒ˜ํ”Œ๋ง ๋‹จ๊ณ„: 50

  • only masked ์„ ํƒ

  • Batch Size: 8
    positive prompt์— (ultra realistic, best quality, masterpiece, perfect face) ์ž…๋ ฅ

  • ๊ทธ ํ›„ GENERATE ํด๋ฆญ


ControlNet & ํ”„๋กฌํ”„ํŠธ ๊ฐ€์ด๋“œ ๋น„๋””์˜ค ํŠœํ† ๋ฆฌ์–ผ:

๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค: tejasbale01 - Spidey Ai Art Tutorial (์œ ํŠœ๋ธŒ์—์„œ ํŒ”๋กœ์šฐํ•˜์„ธ์š”)

Animesh Full V1.5 + Controlnet | ํ”„๋กฌํ”„ํŠธ ๊ฐ€์ด๋“œ |


๋‚ด ์ž‘ํ’ˆ์ด ๋งˆ์Œ์— ๋“œ์‹œ๋‚˜์š”?

์ƒˆ๋กœ์šด Stable Diffusion์šฉ PC ๊ตฌ๋งค๋ฅผ ์œ„ํ•œ ํ›„์›์„ ์›ํ•˜์‹œ๋ฉด
โค๏ธ ์—์Šคํ”„๋ ˆ์†Œ ํ•œ ์ž” ๋˜๋Š” ๋งฅ์ฃผ ํ•œ ์ž”์„ ์‚ฌ์ฃผ์‹ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค (์ €๋Š” ์ดํƒˆ๋ฆฌ์•„์ธ์ž…๋‹ˆ๋‹ค)

ํ•˜๋“œ์›จ์–ด ๋ชฉ๋ก์€ ์—ฌ๊ธฐ์„œ ํ™•์ธ: ์•„๋งˆ์กด ์œ„์‹œ๋ฆฌ์ŠคํŠธ


Olivio Sarikas์™€ SECourses์˜ ๋น„๋””์˜ค ํŠœํ† ๋ฆฌ์–ผ์— ๊ฐ์‚ฌ๋“œ๋ฆฝ๋‹ˆ๋‹ค! (๋‚ด ๋ชจ๋ธ์„ ์‚ฌ์šฉํ•œ ๋‹น์‹ ์˜ ๋น„๋””์˜ค๋„ ๋ณด๊ณ  ์‹ถ์–ด์š” โค๏ธ)


  • (*) MarkWar ๋Š” ๋‚ด ๋ชจ๋ธ์„ ์ž์œ ๋กญ๊ฒŒ ์‚ฌ์šฉํ•  ๊ถŒํ•œ์ด ์žˆ์Šต๋‹ˆ๋‹ค.

  • (**) ์—„๊ฒฉํ•œ ๊ทœ์น™ ์„ค์ • ์ด์œ : Pixai ๋“ฑ ๋ชจ๋ธ ์ œ์ž‘์ž์—๊ฒŒ ์•„๋ฌด๊ฒƒ๋„ ์ฃผ์ง€ ์•Š๊ณ  ์ˆ˜์ต์„ ๋‚ด๋Š” ์‚ฌ์ดํŠธ๋“ค์„ ๋ณด์•„ ์ง€์ณค๊ธฐ ๋•Œ๋ฌธ์ž…๋‹ˆ๋‹ค.

  • (***) ๋‚ด๊ฐ€ ๋งŒ๋“  Low Rank Adaptation ๋ชจ๋ธ(LoRA) ๋ฐ ์ฒดํฌํฌ์ธํŠธ๋Š” Creative ML OpenRAIL-M ๋ผ์ด์„ ์Šค ์„น์…˜ III์— ๋”ฐ๋ผ, ํŒŒ์ƒ ์ฝ˜ํ…์ธ (LoRA, ์ฒดํฌํฌ์ธํŠธ, ๋ฏน์Šค ๋“ฑ)๋Š” ์ถ”๊ฐ€ ๋ฐฐํฌ๋ฅผ ์œ„ํ•ด ์ž์œ ๋กญ๊ฒŒ ๋ผ์ด์„ ์Šค ์ˆ˜์ •์ด ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค. ๋‹จ, ์ด๋Š” Civitai.com์—์„œ ๊ฐ ๋ชจ๋ธ๋งˆ๋‹ค ๋ผ์ด์„ ์Šค๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค. ๋‚ด ๋ชจ๋ธ์€ ๋‚ด ๋ช…์‹œ์  ํ—ˆ๊ฐ€ ์—†์ด ๋‹ค๋ฅธ ์‚ฌ์ดํŠธ์—์„œ ํ˜ธ์ŠคํŒ…, ์žฌ๊ฒŒ์‹œ, ์žฌ์—…๋กœ๋“œ ๋˜๋Š” ์„œ๋น„์Šค ์ œ๊ณต ์šฉ๋„๋กœ ์‚ฌ์šฉํ•˜๋Š” ๊ฒƒ์„ ๊ธˆ์ง€ํ•ฉ๋‹ˆ๋‹ค.

  • (****) ์ดํƒˆ๋ฆฌ์•„ ๋ฒ•๋ฅ (๋‚˜๋Š” ์ดํƒˆ๋ฆฌ์•„์ธ) ๊ธฐ์ค€:

    ์ €์ž‘๊ถŒ๋ฒ•(1941๋…„ 4์›” 22์ผ ๋ฒ•๋ฅ  633ํ˜ธ ๋ฐ ์ตœ์‹  ๊ฐœ์ • ํฌํ•จ)์€ ๋ฌธํ•™, ์Œ์•…, ์กฐํ˜• ์˜ˆ์ˆ , ๊ฑด์ถ•, ์—ฐ๊ทน, ์˜ํ™” ๋“ฑ ํ‘œํ˜„์˜ ํ˜•ํƒœ์— ๊ด€๊ณ„์—†์ด "์ฐฝ์กฐ์  ์ง€์  ์ €์ž‘๋ฌผ"์„ ๋ณดํ˜ธํ•ฉ๋‹ˆ๋‹ค.

    ์ •๋ณด๊ธฐ์ˆ  ๋ฐœ์ „์— ๋”ฐ๋ผ ๋ณดํ˜ธ ๋ฒ”์œ„์— ์‚ฌ์ง„ ์ž‘ํ’ˆ, ์ปดํ“จํ„ฐ ํ”„๋กœ๊ทธ๋žจ, ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค, ์‚ฐ์—… ๋””์ž์ธ ์ฐฝ์ž‘๋ฌผ๋„ ํฌํ•จ๋ฉ๋‹ˆ๋‹ค.

    ์ €์ž‘๊ถŒ์€ ์ฐฝ์ž‘๋ฌผ์ด ์ง€์  ์ฐฝ์ž‘๋ฌผ๋กœ ์ •์˜๋˜๋Š” ์ฆ‰์‹œ ์ž๋™์œผ๋กœ ํš๋“๋ฉ๋‹ˆ๋‹ค.

    ๋ฏธ๊ตญ๋„ ๋งˆ์ฐฌ๊ฐ€์ง€๋กœ ์œ ํšจ: https://ufficiobrevetti.it/copyright/copyright-usa/

    ๋‚ด๊ฐ€ Civitai์— ์˜ฌ๋ฆฐ ๋ชจ๋“  Stable Diffusion ๋ชจ๋ธ(๋‚ด ์Šน์ธ ํ•˜์—)์€ ์ €์ž‘๊ถŒ ๋ณดํ˜ธ๋ฅผ ๋ฐ›์Šต๋‹ˆ๋‹ค.

์ด์ „
FLUX 1D ์‚ฌ์ง„ ์‹ค์‚ฌ ์ดˆ์ƒํ™” - v1.0
๋‹ค์Œ
Babes By Stable Yogi (Pony) - V2+LCM

๋ชจ๋ธ ์„ธ๋ถ€์‚ฌํ•ญ

๋ชจ๋ธ ์œ ํ˜•

Checkpoint

๊ธฐ๋ณธ ๋ชจ๋ธ

SD 1.5

๋ชจ๋ธ ๋ฒ„์ „

V2.5

๋ชจ๋ธ ํ•ด์‹œ

2c21e09f14

์ œ์ž‘์ž

ํ† ๋ก 

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