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@MISSUL-GAN

Missul;GAN

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Missul;GAN

์ˆญ์‹ค๋Œ€ํ•™๊ต ์†Œํ”„ํŠธ์›จ์–ดํ•™๋ถ€ ์†Œํ”„ํŠธ์›จ์–ด๊ณต๋ชจ์ „ ์ด์žฅ์ƒ๐Ÿฅ‡

GAN์„ ํ™œ์šฉํ•œ ์ž‘ํ’ˆ ๊ณต์œ  ์ปค๋ฎค๋‹ˆํ‹ฐ ๋ฐ NFT ์—ฐ๋™ ์„œ๋น„์Šค

๋ฏธ์Š๊ฐ„ ๋Œ€ํ‘œ ์ด๋ฏธ์ง€

๐Ÿ–ฅ๏ธ View

๋กœ๊ทธ์ธ

  • ์นด์นด์˜คํ†ก, ๊ตฌ๊ธ€ ๋“ฑ ์†Œ์…œ ๋กœ๊ทธ์ธ ์ง€์›

missulgan-login

์ž‘ํ’ˆ ์ƒ์„ฑ

  • GAN, CNN ์•Œ๊ณ ๋ฆฌ์ฆ˜์„ ์‚ฌ์šฉํ•˜์—ฌ ์‚ฌ์šฉ์ž๊ฐ€ ์—…๋กœ๋“œํ•œ ์‚ฌ์ง„์„ ํŠน์ • ํ™”ํ’์œผ๋กœ ๋ณ€ํ™˜
    • GAN: ํŠน์ • ๋ฐ์ดํ„ฐ ์ง‘ํ•ฉ์œผ๋กœ๋ถ€ํ„ฐ ํŒ๋ณ„์ž ๋ชจ๋ธ๊ณผ ์ƒ์„ฑ์ž ๋ชจ๋ธ์ด ์„œ๋กœ ์ ๋Œ€์ ์œผ๋กœ ํ•™์Šตํ•˜๋ฉด์„œ ์‹ค์ œ์™€ ๊ฐ€๊นŒ์šด ์ด๋ฏธ์ง€, ๋™์˜์ƒ, ์Œ์„ฑ ๋“ฑ์„ ์ž๋™ ์ƒ์„ฑํ•˜๋Š” ์•Œ๊ณ ๋ฆฌ์ฆ˜ ์ค‘ ํ•˜๋‚˜
    • CNN: ํ•„ํ„ฐ๋ง ๊ธฐ๋ฒ•์„ ์ธ๊ณต์‹ ๊ฒฝ๋ง์— ์ ์šฉํ•˜์—ฌ ํ–‰๋ ฌ๋กœ ํ‘œํ˜„๋œ ํ•„ํ„ฐ์˜ ๊ฐ ์š”์†Œ๊ฐ€ ๋ฐ์ดํ„ฐ ์ฒ˜๋ฆฌ์— ์ ํ•ฉํ•˜๋„๋ก ์ž๋™์œผ๋กœ ํ•™์Šต๋˜๋Š” ๊ณผ์ •์„ ํ†ตํ•ด ์ด๋ฏธ์ง€๋ฅผ ๋ถ„๋ฅ˜ํ•˜๋Š” ๊ธฐ๋ฒ•
  • ์ž‘ํ’ˆ ๋ช…๊ณผ ์ž‘ํ’ˆ ์„ค๋ช…์„ ์ž…๋ ฅํ•˜์—ฌ ํ•˜๋‚˜์˜ ์ž‘ํ’ˆ์„ ์ƒ์„ฑํ•จ
  • ์ž‘ํ’ˆ ์ด๋ฏธ์ง€ ๋‹ค์šด๋กœ๋“œ, ์นด์นด์˜คํ†ก ๊ณต์œ ํ•˜๊ธฐ ๊ฐ€๋Šฅ

missulgan-gan์‚ฌ์ง„๋ณ€ํ™˜

์ž‘ํ’ˆ ๊ฐ์ƒ

  • ๋‹ค๋ฅธ ์‚ฌ๋žŒ๋“ค์ด ๋งŒ๋“  ์ž‘ํ’ˆ์„ ๊ฐ์ƒํ•˜๋Š” ์ปค๋ฎค๋‹ˆํ‹ฐ ๊ธฐ๋Šฅ
  • ์›ํ•˜๋Š” ํƒœ๊ทธ ์„ ํƒ ์‹œ ์ž‘ํ’ˆ ํ•„ํ„ฐ ๊ธฐ๋Šฅ
  • ์ข‹์•„์š”์ˆœ, ์ตœ์‹ ์ˆœ, ๋žœ๋ค์ˆœ ์ •๋ ฌ
  • ์ข‹์•„์š” ๋ฐ ์Šคํฌ๋žฉ ๊ธฐ๋Šฅ์œผ๋กœ ์†Œํ†ต

๋ฉ”์ธํ™”๋ฉด(ํƒœ๊ทธ) ๋ฉ”์ธํ™”๋ฉด(์กฐํšŒ)

NFT ๋“ฑ๋ก

  • NFT๋ฅผ ์ œ๊ณต๋ฐ›์„ ์ˆ˜ ์žˆ๋Š” ์ด๋”๋ฆฌ์›€ ์ง€๊ฐ‘ ์ฃผ์†Œ ์ž…๋ ฅ
  • ์ž‘ํ’ˆ์˜ NFT ๊ฐ€๊ฒฉ ๋ฐ ํ†ต๊ณ„ ์ •๋ณด ์ œ๊ณต
  • ๋ฏธ์Š๊ฐ„ OpenSea ๋งˆ์ผ“ ํ”Œ๋ ˆ์ด์Šค : https://opensea.io/collection/missulgan-art

nft๋ฏผํŒ…

์˜คํ”ˆ์”จ


๐Ÿ“š Repository

GAN_Front GAN_Back GAN_DeepLearning

๐Ÿ‘จโ€๐Ÿ’ปTeam member๐Ÿ‘ฉโ€๐Ÿ’ป

์†์‹œ์—ฐ ๋ฐ•์„ฑ์ฒ  ์ด์œ ์ง„ ์žฅํ™˜๊ณค ์ž„์„ธํ˜„
์†์‹œ์—ฐ ๋ฐ•์„ฑ์ฒ  ์ด์œ ์ง„ ์žฅํ™˜๊ณค ์ž„์„ธํ˜„
Back-end Back-end / Front-end Front-end AI Design

๐Ÿ–ฅ๏ธ Architecture

์„œ๋ฒ„ ์‹œ์Šคํ…œ ์•„ํ‚คํ…์ณ


๐Ÿ–ฅ๏ธ Server Deployment Environment

๐Ÿ–ผ๏ธ Image Server

์ด๋ฏธ์ง€ ์„œ๋ฒ„ ๋ฐฐํฌ

๐Ÿ“Ÿ Front-end Server

ํ”„๋ก ํŠธ ๋ฐฐํฌ

๐Ÿ—„๏ธ Back-end Server

๋ฐฑ ๋ฐฐํฌ


๐Ÿ–ฅ๏ธ Tech Stack

๊ธฐ์ˆ  ์Šคํƒ


๐Ÿ“ˆ ERD

ERD


๐ŸŽž๏ธ Flow Chart

ํ”Œ๋กœ์šฐ์ฐจํŠธ

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