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๐ŸŽฎ ์ธ๊ณต์ง€๋Šฅ์„ ํ™œ์šฉํ•œ ์‹ ์ฒด์ธ์‹ ๊ฒŒ์ž„ ํ”Œ๋ ›ํผ

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0. ํ”„๋กœ์ ํŠธ ์†Œ๊ฐœ

๊นธ(GGAME) ์€ '์–ด์ƒ‰ํ•จ์„ ๊นจ์ž' ๋ผ๋Š” ๋œป์ž…๋‹ˆ๋‹ค.

๋น„๋Œ€๋ฉด ํ™œ๋™์ด ์ผ์ƒ์ด ๋œ ์ง€๊ธˆ, ํŒ€ ๊ตฌ์„ฑ์›๋“ค ๊ฐ„์˜ ๋น ๋ฅธ ๐ŸงŠ์•„์ด์Šค ๋ธŒ๋ ˆ์ดํ‚น๐ŸงŠ ์„ ์œ„ํ•ด ๋งŒ๋“ค์–ด์กŒ์Šต๋‹ˆ๋‹ค.

์ธ๊ณต์ง€๋Šฅ์œผ๋กœ ์ œ์Šค์ฒ˜๋ฅผ ์ธ์‹ํ•˜๋Š” ๋‹ค์–‘ํ•œ ๊ฒŒ์ž„๋“ค์„ ํ†ตํ•ด์„œ ์œ ์ €๊ฐ„ ๋žญํ‚น ๊ฒฝ์Ÿ, ๊ฐœ์ธ ์—…์  ํ•ด๊ธˆ ๋“ฑ์˜ ์žฌ๋ฏธ๋ฅผ ๋А๋‚„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

ํŠน์ง•

- ์ธ๊ณต์ง€๋Šฅ์„ ํ™œ์šฉํ•œ ์‹ ์ฒด ์ธ์‹ ์•„์ด์Šค ๋ธŒ๋ ˆ์ดํ‚น ๊ฒŒ์ž„
- Socket.io๋ฅผ ํ†ตํ•œ ์‹ค์‹œ๊ฐ„ ํ†ต์‹  ๋ฉ€ํ‹ฐ๊ฒŒ์ž„ 
- Hand Gesture Detection ๋ชจ๋ธ์„ ์ด์šฉํ•œ ์† ์ธ์‹
- Teachable Machine์„ ์ด์šฉํ•œ ์ด๋ฏธ์ง€ ํ•™์Šต ๊ฒŒ์ž„
- Hand Gesture Detection ๋ชจ๋ธ์„ ์ด์šฉํ•œ AI์™€ ํƒ๊ตฌ ๋Œ€๊ฒฐ

๊ฐœ๋ฐœ๊ธฐ๊ฐ„

2021ๅนด08ๆœˆ23ๆ—ฅ ~ 2021ๅนด10ๆœˆ08ๆ—ฅ

์™€์ด์–ด ํ”„๋ ˆ์ž„

image-20211007175931049

ERD

erd

1. ์‹คํ–‰ ๋ฐฉ๋ฒ•

  • ๋กœ์ปฌ์—์„œ ์‹คํ–‰ํ•˜๊ธฐ ์œ„ํ•ด์„œ๋Š” ์ฝ˜์†”์ฐฝ 2๊ฐœ๋กœ ํ”„๋ก ํŠธ์—”๋“œ์™€ ๋ฐฑ์—”๋“œ๋ฅผ ๋™์‹œ์— ์‹คํ–‰ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.
-- ํ”„๋ก ํŠธ์—”๋“œ ์‹คํ–‰
cd frontend/
npm i
npm start
cd ..
-- ๋ฐฑ์—”๋“œ ์‹คํ–‰
cd backend/
npm i
node server.js
  • ๋ฐฐํฌ ๋งํฌ (๋ง‰ํž ์ˆ˜ ์žˆ์Œ)

    https://j5a104.p.ssafy.io/

  • ํ†ตํ•ฉ ๋นŒ๋“œ ์‹คํ–‰

-- ํ”„๋ก ํŠธ์—”๋“œ ์‹คํ–‰
cd frontend/
npm i
npm run build
cd ..
-- ๋ฐฑ์—”๋“œ ์‹คํ–‰
cd backend/
npm i
node server.js

2. ๊ฐœ๋ฐœ ํ™˜๊ฒฝ

๊ธฐ์ˆ  ์Šคํƒ

img

ํ˜‘์—…ํˆด

  • Jira

    ์• ์ž์ผ ํ˜‘์—…, ์Šค์ผ€์ค„ ๊ด€๋ฆฌ

    image-20211007164354134

  • Notion

    ๋ฌธ์„œํ™”, ์ •๋ณด๊ณต์œ 

    https://www.notion.so/GGAEM-cb215da9a1114f668a2e2022541a4be4

  • Git

    • ์ฝ”๋“œ ํ’ˆ์งˆ ๊ด€๋ฆฌ, MR

    • ์ปค๋ฐ‹ ๋ฉ”์„ธ์ง€ ์ปจ๋ฒค์…˜ ์‚ฌ์šฉ, ๋ธŒ๋žœ์น˜ ๋„ค์ด๋ฐ ๊ทœ์น™ ์‚ฌ์šฉ

3. ๊ธฐ๋Šฅ

๋กœ๊ทธ์ธ

  • ์นด์นด์˜ค ์†Œ์…œ ๋กœ๊ทธ์ธ์œผ๋กœ ํšŒ์›๊ฐ€์ž… ๋ฐ ๋กœ๊ทธ์ธ์„ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

image-20211007143344655

๋ฉ”์ธํŽ˜์ด์ง€

  • ๊ฒŒ์ž„์„ ์„ ํƒ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
  • ์‚ฌ์ด๋“œ์˜ ๋ฉ”๋‰ด ์•„์ด์ฝ˜์„ ํ†ตํ•ด ์—…์  ํ™•์ธ, ๋žญํ‚น ํ™•์ธ, ๋กœ๊ทธ์•„์›ƒ์ด ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค.

image-20211007143455754

๊ฒŒ์ž„

- ๋„์ „ํ•˜๊ธฐ: ๋ฑ€๊ณผ ์‚ฌ๊ณผ ๊ฒŒ์ž„

  • ์ƒํ•˜์ขŒ์šฐ ๋ชจ์…˜์„ ๋“ฑ๋กํ•˜๋ฉด ์ธ๊ณต์ง€๋Šฅ์ด ํ•™์Šตํ•ฉ๋‹ˆ๋‹ค. ๋งŽ์ด ํ•™์Šตํ•  ์ˆ˜๋ก ์ธ์‹๋ฅ ์ด ์ƒ์Šนํ•ฉ๋‹ˆ๋‹ค.

    • ๋ชจ๋“  ๋ชจ์…˜์ด 100%๊ฐ€ ๋  ๋•Œ๊นŒ์ง€ ํ•™์Šตํ•ด์ฃผ์„ธ์š”.
    • ์นด๋ฉ”๋ผ์— ๋ชจ์…˜์„ ์ทจํ•œ์ฑ„๋กœ [์œ„ / ์•„๋ž˜ / ์˜ค๋ฅธ์ชฝ / ์™ผ์ชฝ] ๋ฒ„ํŠผ์„ ๊พน ๋ˆ„๋ฅด๊ณ  ์žˆ์œผ๋ฉด ํŽธํ•œ ํ•™์Šต์ด ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค.
  • ๋ฑ€์ด ์‚ฌ๊ณผ๋ฅผ ๋จน์„ ๋•Œ๋งˆ๋‹ค ์ ์ˆ˜๊ฐ€ 1์ ์”ฉ ์˜ฌ๋ผ๊ฐ€๊ณ  ๋ฑ€์˜ ๋จธ๋ฆฌ๊ฐ€ ์ž์‹ ์˜ ๋ชธ์ด๋‚˜ ๋ฒฝ์— ๋ถ€๋”ชํžˆ๋ฉด ๊ฒŒ์ž„ ์˜ค๋ฒ„๊ฐ€ ๋ฉ๋‹ˆ๋‹ค.

  • ๋žญํ‚น ํŽ˜์ด์ง€์—์„œ ๋žญํ‚น์„ ๋‹ค์‹œ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

image-20211007144603103

- ํ˜ผ์žํ•˜๊ธฐ: ํ•‘ํ ๊ฒŒ์ž„

  • ํŒจ๋“ค์„ ์ •ํ•ด์ง„ ๋ชจ์…˜์œผ๋กœ ์กฐ์ž‘ํ•˜์—ฌ ์ปดํ“จํ„ฐ์™€ ๋Œ€๊ฒฐํ•ฉ๋‹ˆ๋‹ค.
    • โœŒ(V) ๋ชจ์…˜์œผ๋กœ ์œ„, ๐Ÿ‘(์—„์ง€) ๋ชจ์…˜์œผ๋กœ ์•„๋ž˜ ๋กœ ์กฐ์ž‘ํ•ฉ๋‹ˆ๋‹ค.
  • ๋ผ์šด๋“œ๋Š” 3๊ฐœ๋กœ ๊ตฌ์„ฑ๋˜์–ด ์žˆ์œผ๋ฉฐ, 1ยท2 ๋ผ์šด๋“œ์—์„œ๋Š” 3์ , 7์ ์„ ์–ป์„ ๋•Œ๋งˆ๋‹ค ๋‹ค์Œ ๋ผ์šด๋“œ๋กœ ์ง„์ถœํ•ฉ๋‹ˆ๋‹ค.
  • 3๋ผ์šด๋“œ์—์„œ๋Š” ์ปดํ“จํ„ฐ๊ฐ€ 10์ ์ด ๋˜์ง€ ์•Š๋Š”ํ•œ ๋ฌดํ•œ๋Œ€๋กœ ํ”Œ๋ ˆ์ดํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๊ณ ๋“์ ์„ ๋…ธ๋ ค ๋†’์€ ๋žญํ‚น์„ ๋…ธ๋ฆด ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
  • ๋žญํ‚น ํŽ˜์ด์ง€์—์„œ ์ž์‹ ์˜ ๋žญํ‚น์„ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

image-20211007145911125

- ๊ฐ™์ดํ•˜๊ธฐ: ์—์–ด๋“œ๋กœ์šฐ ๊ฒŒ์ž„

  • โœ‹(์†๋ฐ”๋‹ฅ) ์„ ์ด์šฉํ•ด ๊ทธ๋ฆผ์„ ๊ทธ๋ฆด ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
  • ์ž๊ธฐ ์ฐจ๋ก€์— ์บ”๋ฒ„์Šค๋ฅผ ํด๋ฆญํ•˜๊ณ  ํ‚ค๋ณด๋“œ d ํ‚ค๋ฅผ ๋ˆ„๋ฅด๋Š” ๋™์•ˆ ๊ทธ๋ฆผ์„ ๊ทธ๋ฆด ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
  • ํ˜ธ์ŠคํŠธ์™€ ๊ฒŒ์ŠคํŠธ ๋ชจ๋‘ ๋Œ€๊ธฐ์‹ค์—์„œ ๊ฒŒ์ž„์„ ์—ฐ์Šตํ•ด ๋ณผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

image-20211007153950382

image-20211007154134525

๋žญํ‚น

  • ์‹ฑ๊ธ€ ํ”Œ๋ ˆ์ด ๊ฒŒ์ž„์˜ ์ ์ˆ˜๋ฅผ ์ถ”์‚ฐํ•ด์„œ ๋žญํ‚น์„ ์‚ฐ์ •ํ•ฉ๋‹ˆ๋‹ค.
  • ์นœ๊ตฌ๋“ค, ํŒ€์›๋“ค๋ผ๋ฆฌ ๊ฒฝ์Ÿ ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค.

image-20211007145946682

์—…์ 

  • ๊ฐ ๊ฒŒ์ž„๋งˆ๋‹ค ํŠน์ • ์กฐ๊ฑด์„ ๋งŒ์กฑํ•˜๋ฉด ์—…์ ์ด ํ•ด๊ธˆ๋ฉ๋‹ˆ๋‹ค.

image-20211007150137943

4. ์—ญํ• 

  • ์˜ค๋„๊ฒฝ
    • ํŒ€์žฅ, Back-end
    • Tensorflow.js ํ•ธ๋“œ ์ œ์Šค์ฒ˜ ์ธ์‹ ๋ชจ๋ธ ํ™œ์šฉ
    • ๋ฐฐํฌ
    • UCC ์ œ์ž‘
  • ๊น€์ฃผ์—ฐ
    • Back-end
    • ์†Œ์…œ๋กœ๊ทธ์ธ
    • DB์„ค๊ณ„
    • REST API
    • ์‹ฑ๊ธ€ํ”Œ๋ ˆ์ด(ํ•‘ํ ๊ฒŒ์ž„)
  • ์ด์€์ด
    • Front-End (React, JS, CSS)
    • SPA ๋ผ์šฐํŒ…
    • ๋ฉ”์ธ ํŽ˜์ด์ง€
    • ๋กœ๊ทธ์ธ ํŽ˜์ด์ง€
    • ์—…์  ํŽ˜์ด์ง€
    • ๊ณตํ†ต ์ปดํฌ๋„ŒํŠธ ๊ฐœ๋ฐœ(๋ชจ๋‹ฌ)
    • ๊ธฐํƒ€ CSS ์ž‘์—…
  • ์กฐ์€์ง€
    • Front-End
    • ์‹ฑ๊ธ€ํ”Œ๋ ˆ์ด(๋ฑ€๊ณผ ์‚ฌ๊ณผ ๊ฒŒ์ž„)
    • Tensorflow Teachable Machine ํ™œ์šฉ
    • canvas ๊ฒŒ์ž„ ๊ตฌํ˜„
    • ๋žญํ‚น ํŽ˜์ด์ง€
    • ๊ธฐํƒ€ CSS ์ž‘์—…
  • ํ™ฉ์„ฑํ˜„
    • Full-Stack
    • [Front-End]
      • ๋ฉ€ํ‹ฐํ”Œ๋ ˆ์ด(Air draw ๊ฒŒ์ž„)
    • [Back-End]
      • ์›น์†Œ์ผ“ ์„œ๋ฒ„ ๊ตฌ์ถ•
      • WebRTC

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๐ŸŽฎ ์ธ๊ณต์ง€๋Šฅ์„ ํ™œ์šฉํ•œ ์‹ ์ฒด์ธ์‹ ๊ฒŒ์ž„ ํ”Œ๋ ›ํผ

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AltStyle ใซใ‚ˆใฃใฆๅค‰ๆ›ใ•ใ‚ŒใŸใƒšใƒผใ‚ธ (->ใ‚ชใƒชใ‚ธใƒŠใƒซ) /