stable diffusion์„ ์‚ฌ์šฉํ•ด ์ œ์ž‘๋œ ๋…ธ๋ž€์ƒ‰๊ณผ ์ฃผํ™ฉ์ƒ‰ ์žŽ์œผ๋กœ ๊ฐ€๋“ํ•œ ๊ฐ€์„ ๊ณต์›์— ์„œ ์žˆ๋Š” ๋•‹์€ ๋จธ๋ฆฌ์˜ ์• ๋‹ˆ๋ฉ” ์Šคํƒ€์ผ ์—ฌ์„ฑ
๊ฐ€์„ ๊ณต์› ๋ฐฐ๊ฒฝ์— ๊ฒ€์€ ๋จธ๋ฆฌ์™€ ๊ฒ€์€ ์˜ท์„ ์ž…์€ ์• ๋‹ˆ๋ฉ” ์†Œ๋…€. Stable Diffusion์„ ์‚ฌ์šฉํ•ด AI๋กœ ์ƒ์„ฑ๋œ ์ด๋ฏธ์ง€.
Stable Diffusion์„ ์‚ฌ์šฉํ•ด ๋งŒ๋“ , ๋ฒจํŠธ๋ฅผ ์žก๊ณ  ์•ž์œผ๋กœ ๋ชธ์„ ์ˆ™์ธ ๋ฐฑ๋ฐœ์˜ ๊ฐ•๋ ฌํ•œ ์‹œ์„ ์˜ ๊ทผ์œก์งˆ ์• ๋‹ˆ๋ฉ”์ด์…˜ ๋‚จ์„ฑ
๊ฐ€์„ ๊ณต์›์—์„œ ๊ณฑ์Šฌ๋จธ๋ฆฌ์™€ ์ •๊ตํ•œ ๊ฒ€์€์ƒ‰ ์Šค์›จํ„ฐ๋ฅผ ์ž…์€ ์• ๋‹ˆ๋ฉ” ์บ๋ฆญํ„ฐ, stable diffusion์„ ์‚ฌ์šฉํ•ด AI๋กœ ์ƒ์„ฑ๋จ.
์งง์€ ๊ฒ€์€ ๋จธ๋ฆฌ๋ฅผ ํ•œ ์• ๋‹ˆ๋ฉ” ์Šคํƒ€์ผ ์†Œ๋…€์˜ AI ์ƒ์„ฑ ์ด๋ฏธ์ง€, ๊ฒ€์€ ํ„ฐํ‹€๋„ฅ์„ ์ž…๊ณ  ๊ฐ€์„ ๊ณต์›์— ์„œ ์žˆ์Œ.
stable diffusion AI๋ฅผ ์‚ฌ์šฉํ•ด ์ƒ์„ฑ๋œ ๊ฐ•ํ•œ ์—ฌ์„ฑ ์บ๋ฆญํ„ฐ๊ฐ€ ์˜์›… ํฌ์ฆˆ๋ฅผ ์ทจํ•˜๋Š” ๋งŒํ™” ์Šคํƒ€์ผ ์ด๋ฏธ์ง€.
์–ด๋‘์šด ๋จธ๋ฆฌ์นด๋ฝ์„ ๊ฐ€์ง„ ์‚ฌ์ด๋ฒ„ํŽ‘ํฌ ์• ๋‹ˆ๋ฉ”์ด์…˜ ์บ๋ฆญํ„ฐ๊ฐ€ ๊ธฐํ•˜ํ•™์  ๋””์ž์ธ์˜ ํฐ์ƒ‰ ํ‹ฐ์…”์ธ ๋ฅผ ์ž…๊ณ , ๋„ค์˜จ ์กฐ๋ช… ๊ฐ€๋“ํ•œ ๋ฏธ๋ž˜์  ๋ฐฐ๊ฒฝ์— ์„œ ์žˆ๋Š” ๋ชจ์Šต. Stable Diffusion์„ ์ด์šฉํ•ด ์ƒ์„ฑ๋œ AI ์ด๋ฏธ์ง€.
์›จ๋”ฉ ๋ณต์žฅ์„ ํ•œ ํƒ€ํˆฌ๊ฐ€ ์žˆ๋Š” ์ปคํ”Œ์ด ๋ฐ”์—์„œ ์Œ๋ฃŒ๋ฅผ ๋“ค๊ณ  ์„œ ์žˆ๋Š” ๋ชจ์Šต. Stable Diffusion์„ ์‚ฌ์šฉํ•ด AI๊ฐ€ ์ƒ์„ฑํ•œ ์ด๋ฏธ์ง€.
์ •๊ตํ•œ ์•„์‹œ์•„ ๊ฑด์ถ•๋ฌผ ์•ž์— ๊ธด ํ˜๋Ÿฌ๋‚ด๋ฆฐ ๋จธ๋ฆฌ๋ฅผ ๊ฐ€์ง„ ๊ณ ๋Œ€ ์ „์‚ฌ๊ฐ€ ๋ถ‰์€ ๋ณต์žฅ์„ ์ž…๊ณ  ์„œ ์žˆ์œผ๋ฉฐ, ์—ญ๋™์ ์ธ ๋ถ‰์€ ์—๋„ˆ์ง€๊ฐ€ ์ฃผ๋ณ€์— ์†Œ์šฉ๋Œ์ด์น˜๋Š” stable diffusion์„ ์‚ฌ์šฉํ•œ ์ƒ์„ธ AI ์ƒ์„ฑ ์ด๋ฏธ์ง€.
๊ธด ๊ฒ€์€ ๋จธ๋ฆฌ์— ๋ถ„ํ™์ƒ‰ ๊ธฐ๋ชจ๋…ธ ์Šคํƒ€์ผ ์˜์ƒ์„ ์ž…์€ ์• ๋‹ˆ๋ฉ” ์†Œ๋…€๊ฐ€ ์ •๊ตํ•œ ๋ชฉ์กฐ ๊ฑด์ถ•์˜ ์ „ํ†ต ์ผ๋ณธ ๊ฐ€์˜ฅ ์•ž, ๋ฌด์„ฑํ•œ ์ •์›์œผ๋กœ ๋‘˜๋Ÿฌ์‹ธ์ธ ๊ณณ์—์„œ ์ƒ๊ฐ์— ์ž ๊ธด ๋ชจ์Šต์ž…๋‹ˆ๋‹ค. ์ด ์ด๋ฏธ์ง€๋Š” stable diffusion์„ ์‚ฌ์šฉํ•ด AI๊ฐ€ ์ƒ์„ฑํ–ˆ์Šต๋‹ˆ๋‹ค.
stable diffusion์„ ์‚ฌ์šฉํ•ด ์ œ์ž‘๋œ ์šฐ์ฃผ ํ™˜๊ฒฝ ์† ์„ธ๋ จ๋œ ํ•˜์ดํ…Œํฌ ์•„๋จธ๋ฅผ ์ž…์€ ๋ฏธ๋ž˜์  ์‚ฌ์ด๋ฒ„ํŽ‘ํฌ ์ „์‚ฌ
์ „ํ†ต ์ผ๋ณธ ์˜์ƒ์„ ์ž…๊ณ  ๊ธด ๊ฒ€์€ ๋จธ๋ฆฌ์˜ ์• ๋‹ˆ๋ฉ”์ด์…˜ ์†Œ๋…€๊ฐ€ ๋‚˜๋ฌด ๋ฒ ๋ž€๋‹ค์— ์„œ ์žˆ๋Š” ๋ชจ์Šต. Stable Diffusion์„ ์‚ฌ์šฉํ•˜์—ฌ AI๊ฐ€ ์ƒ์„ฑํ•œ ์ด๋ฏธ์ง€.

์ถ”์ฒœ ํ”„๋กฌํ”„ํŠธ

beautiful,linework,thick outlines,strong shadows,solo,detailed background,detailed face

์ถ”์ฒœ ๋„ค๊ฑฐํ‹ฐ๋ธŒ ํ”„๋กฌํ”„ํŠธ

(worst quality,low quality,normal quality:1.4),lowres,low resolution,watermark,EasyNegative,(verybadimagenegative_v1.3:0.75),bad-hands-5

์ถ”์ฒœ ๋งค๊ฐœ๋ณ€์ˆ˜

samplers

DPM++ 2M Karras

steps

25

cfg

20

clip skip

2

resolution

512x640, 512x768

vae

vae-ft-mse-840000-ema-pruned.safetensors (df3c506e51)

other models

detail_slider_v4, brickMortar_v30. (95467a1cc0), RetroFuturismAI, smoke_model, LightingVFX, Fire_VFX, epi_noiseoffset2, runemagic, WitchcraftPunkAI, waterVFX, RootsBranchesAIv5, Unholy, fractalized

์ถ”์ฒœ ๊ณ ํ•ด์ƒ๋„ ๋งค๊ฐœ๋ณ€์ˆ˜

upscaler

4x-UltraSharp

upscale

2

steps

10

denoising strength

0.5

ํŒ

ADetailer๋Š” ์–ผ๊ตด๊ณผ ์†์˜ ๋””ํ…Œ์ผ ํ–ฅ์ƒ์— ์ถ”์ฒœ๋ฉ๋‹ˆ๋‹ค.

๋™์  ์ž„๊ณ„๊ฐ’์€ ํ’ˆ์งˆ ์†์‹ค ์—†์ด ๋” ๋งŽ์€ ๋””ํ…Œ์ผ์„ ์œ„ํ•œ CFG ์Šค์ผ€์ผ ๊ฐœ์„ ์— ๋„์›€์„ ์ค๋‹ˆ๋‹ค.

๋ฒ„์ „ ํ•˜์ด๋ผ์ดํŠธ

์ถ”๊ฐ€ ์ฒดํฌํฌ์ธํŠธ ๋ฐ LoRa ๋ณ‘ํ•ฉ, ์ž์„ธํ•œ ๋‚ด์šฉ์€ ์„ค๋ช…์„ ํ™•์ธํ•˜์„ธ์š”. Pruned, f16 safetensors ํ˜•์‹์ž…๋‹ˆ๋‹ค.

v3.0 ๋ ˆ์‹œํ”ผ:

BMRA = brickMortar_v10 + restlessanimance_v10 (๊ฐ€์ค‘์น˜ ๋ธ”๋ก ๋ณ‘ํ•ฉ)

๊ฐ€์ค‘์น˜: 1,0.800968123070988,0.674238040123457,0.575358072916667,0.501543209876543,0.450008439429012,0.41796875,0.402639130015432,0.401234567901235,0.410970052083333,0.429060570987654,0.452721113040124,0.479166666666667,0.50561222029321,0.529272762345679,0.54736328125,0.557098765432099,0.555694203317901,0.540364583333333,0.508324893904322,0.456790123456789,0.382975260416667,0.284095293209876,0.157365210262345,0

brickMortar_v30 = BMRA + seizamix_v2.safetensors (๊ฐ€์ค‘์น˜ ๋ธ”๋ก ๋ณ‘ํ•ฉ)

๊ฐ€์ค‘์น˜: 1,0.800968123070988,0.674238040123457,0.575358072916667,0.501543209876543,0.450008439429012,0.41796875,0.402639130015432,0.401234567901235,0.410970052083333,0.429060570987654,0.452721113040124,0.479166666666667,0.50561222029321,0.529272762345679,0.54736328125,0.557098765432099,0.555694203317901,0.540364583333333,0.508324893904322,0.456790123456789,0.382975260416667,0.284095293209876,0.157365210262345,0

LoRa ๋ณ‘ํ•ฉ์„ ํ†ตํ•œ ์ตœ์ข… ๋ณ‘ํ•ฉ์˜ ์ถ”๊ฐ€ ์ˆ˜์ •:

FZB_line_weights:0.35 (https://civitai.com/models/81238?modelVersionId=86180 )

outline:0.2 (https://civitai.com/models/81340/outline )

๋ชจ๋ธ ์ƒ์„ธ ์ •๋ณด

์•„๋ž˜ ๋ชจ๋ธ๋“ค์˜ ํ•ฉ๋ณ‘์ด๋ฉฐ, ์ €์ž‘๊ถŒ์€ ํ•ด๋‹น ๋ชจ๋ธ์˜ ์ €์ž์—๊ฒŒ ์žˆ์Šต๋‹ˆ๋‹ค(๊ถŒํ•œ ๋ฐ ์ƒ์—…์  ์‚ฌ์šฉ์€ ๊ฐ€์žฅ ์—„๊ฒฉํ•œ ์›๋ณธ ๋ชจ๋ธ์—์„œ ์ƒ์†๋จ):

๊ฐ ๋ฒ„์ „๋ณ„ ์ •ํ™•ํ•œ ๋ ˆ์‹œํ”ผ๋Š” ๋ฒ„์ „ ์„ค๋ช…์„ ์ฐธ์กฐํ•˜์„ธ์š”.

์‚ฌ์šฉ๋ฒ•

๋‹ค์Œ ํ™•์žฅ ๊ธฐ๋Šฅ๋“ค์„ ๋‹ค์šด๋กœ๋“œํ•˜๊ณ  ์‚ฌ์šฉํ•˜๋Š” ๊ฒƒ์„ ๊ฐ•๋ ฅํžˆ ์ถ”์ฒœํ•ฉ๋‹ˆ๋‹ค:

  • https://github.com/Bing-su/adetailer - ์บ๋ฆญํ„ฐ ์ด๋ฏธ์ง€ ์ƒ์„ฑ ์‹œ ์–ผ๊ตด๊ณผ ์†์˜ ๋””ํ…Œ์ผ์„ ํ–ฅ์ƒ์‹œํ‚ต๋‹ˆ๋‹ค

  • https://github.com/mcmonkeyprojects/sd-dynamic-thresholding - CFG ์Šค์ผ€์ผ ๋™์ž‘์„ ๊ฐœ์„ ํ•˜์—ฌ ํ’ˆ์งˆ ์ €ํ•˜ ์—†์ด ๋” ๋งŽ์€ ๋””ํ…Œ์ผ์„ ํ—ˆ์šฉํ•ฉ๋‹ˆ๋‹ค

์ด๋ฏธ์ง€ ์„ธ๋ถ€ ๋ฌ˜์‚ฌ๋ฅผ ์œ„ํ•œ ์ถ”์ฒœ LoRa: https://civitai.com/models/153562?modelVersionId=171989

์ถ”์ฒœ ์„ค์ •

  • VAE: vae-ft-mse-840000-ema-pruned

  • Clip skip: 1 ๋˜๋Š” 2

  • ์Šคํ…: 25

  • CFG ์Šค์ผ€์ผ: 7 (๋™์  ์ž„๊ณ„๊ฐ’ ์—†์Œ), 20 (๋™์  ์ž„๊ณ„๊ฐ’ ์‚ฌ์šฉ)

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

  • ์—…์Šค์ผ€์ผ๋Ÿฌ: 4x-UltraSharp ๋˜๋Š” R-ESRGAN 4x+ Anime6B

  • ADetailer:

    • ์ฒซ ๋ฒˆ์งธ ADetailer: face_yolov8n

    • ๋‘ ๋ฒˆ์งธ ADetailer: hand_yolov8n

  • ๋™์  ์ž„๊ณ„๊ฐ’:

    • ๋ชจ๋ฐฉ CFG ์Šค์ผ€์ผ: 7

    • ๊ณ ์ •ํ•  ์ž ์žฌ๊ฐ’ ์ƒ์œ„ ๋ฐฑ๋ถ„์œ„: 100

    • ๋ชจ๋ฐฉ ์Šค์ผ€์ผ ์Šค์ผ€์ค„๋Ÿฌ: Half Cosine Up, ์ตœ์†Œ๊ฐ’ 5.0

    • CFG ์Šค์ผ€์ผ ์Šค์ผ€์ค„๋Ÿฌ: Half Cosine Up, ์ตœ์†Œ๊ฐ’ 5.0

Hires. fix (์—…์Šค์ผ€์ผ๋ง)์€ ์ด๋ฏธ์ง€๋ฅผ ํ–ฅ์ƒ์‹œํ‚ค๋Š” ๋ฐ ๋„์›€์ด ๋˜์ง€๋งŒ, ์œ„ ์„ค์ •๋งŒ์œผ๋กœ๋„ ์—…์Šค์ผ€์ผ ์—†์ด ๊ฒฐ๊ณผ๊ฐ€ ์ข‹์Šต๋‹ˆ๋‹ค(๋” ๋†’์€ ํ•ด์ƒ๋„๊ฐ€ ํ•„์š”ํ•  ๋•Œ๋งŒ Hires. fix๋ฅผ ์‚ฌ์šฉํ•˜์„ธ์š”). ์˜ˆ์‹œ (v1.0์œผ๋กœ ์ œ์ž‘):

์ด์ „
์žฌํ˜„ | SDXL - v6.0
๋‹ค์Œ
Realism from HaDeS - v6.1 HQ

๋ชจ๋ธ ์„ธ๋ถ€์‚ฌํ•ญ

๋ชจ๋ธ ์œ ํ˜•

Checkpoint

๊ธฐ๋ณธ ๋ชจ๋ธ

SD 1.5

๋ชจ๋ธ ๋ฒ„์ „

v3.0

๋ชจ๋ธ ํ•ด์‹œ

95467a1cc0

์ œ์ž‘์ž

ํ† ๋ก 

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

BrickAndMortarMix - v3.0 ์ œ์ž‘ ์ด๋ฏธ์ง€

๊ธฐ๋ณธ ๋ชจ๋ธ ์ด๋ฏธ์ง€

ํŒํƒ€์ง€ ์ด๋ฏธ์ง€

๊ณต์ƒ ๊ณผํ•™ ์ด๋ฏธ์ง€