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industryclient's Introduction

๐Ÿš€ ์‹œ์—ฐ

๊ฐœ๋ฐœ๋ชจ๋“œ์—์„œ ์‹คํ–‰ํ•˜๊ธฐ npm i -> npm run dev

์ง€์—ญ์‚ฐ์—… SW์ธ์žฌ์–‘์„ฑ ๊ธฐ๋ฐ˜์กฐ์„ฑ์‚ฌ์—…

์ฃผ์ตœยท์ฃผ๊ด€: ๋Œ€๊ตฌ๋””์ง€ํ„ธํ˜์‹ ์ง„ํฅ์›, ๊ณ„๋ช…๋Œ€ํ•™๊ต, (์ฃผ)๋ผ์˜จ์—์ด์น˜์”จ

์ง€์—ญ์‚ฐ์—… SW์ธ์žฌ์–‘์„ฑ ๊ธฐ๋ฐ˜์กฐ์„ฑ์‚ฌ์—…

  • ์ง€์—ญ SW์‚ฐ์—… ์ง‘์ ๋‹จ์ง€๋ฅผ ์ค‘์‹ฌ์œผ๋กœ ํ•œ ์‚ฐํ•™๊ด€ ํ˜‘๋ ฅ ๊ธฐ๋ฐ˜์˜ SW๊ต์œก ์ธํ”„๋ผ ๊ตฌ์ถ• ๋ฐ ์ง€์—ญ๊ธฐ์—… ๋งž์ถคํ˜• SW์ธ์žฌ ์„ ์ˆœํ™˜ ์ƒํƒœ๊ณ„ ์กฐ์„ฑ
  • ์‚ฌ์—…๊ธฐ๊ฐ„: 2023.1 ~ 2023.12
  • ์ „๋‹ด๊ธฐ๊ด€: ์ •๋ณดํ†ต์‹ ์‚ฐ์—…์ง„ํฅ์›, ๋Œ€๊ตฌ๊ด‘์—ญ์‹œ(๋ฒค์ฒ˜ํ˜์‹ ๊ณผ)
  • ์‚ฐํ•™ํ˜‘๋ ฅ ํ”„๋กœ์ ํŠธ ์ง€์›(20๊ฐœ์‚ฌ)
  • ์žฅ/๋‹จ๊ธฐ ํ˜„์žฅ์‹ค์Šต ํ”„๋กœ๊ทธ๋žจ ์ง€์›(25๊ฐœ์‚ฌ)
  • ์‚ฐํ•™๊ด€ ํ˜‘๋ ฅ ๋„คํŠธ์›Œํ‚น ์—ฐ๊ณ„ (์ง€์—ญSW๊ธฐ์—… - ํ•™๋ถ€์ƒ ๊ฐ„ ํ”„๋กœ์ ํŠธ ๊ณต์œ )

์‚ฐํ•™ํ˜‘๋ ฅ ํ”„๋กœ์ ํŠธ๋ž€?

  • ๊ธฐ์—…์ด ์ œ์•ˆํ•œ SW๊ฐœ๋ฐœ ๊ณผ์ œ ์ค‘์‹ฌ, ๊ธฐ์—…(๋ฉ˜ํ† ) - ํ•™์ƒ(๋ฉ˜ํ‹ฐ)์ด ํ˜„์—…ํ•˜๋Š” ์‚ฐํ•™ํ˜‘๋ ฅํ”„๋กœ์ ํŠธ ๊ณผ์ •์„ ์ˆ˜ํ–‰ํ•˜์—ฌ ํ˜„์žฅ์‹ค๋ฌด + SW๊ฐœ๋ฐœ ์—ญ๋Ÿ‰ ๊ฐ•ํ™” ๋ฐ ์กฐ๊ธฐ ์ทจ์—… ๋‹ฌ์„ฑ์„ ์œ„ํ•œ ํ”„๋กœ๊ทธ๋žจ
  • ํ•™๊ธฐ ์ค‘์— ํ”„๋กœ์ ํŠธ ํŒ€์„ ๊ตฌ์„ฑํ•˜์—ฌ ๊ธฐ์—…์—์„œ ์ œ์•ˆํ•œ SW๊ฐœ๋ฐœ ๊ณผ์ œ ํ”„๋กœ์ ํŠธ ๊ณต๋™ ์ˆ˜ํ–‰

ํ”„๋กœ์ ํŠธ ๋ฐฐ๊ฒฝ

  • YOLO v8 ๊ฐ์ฒด ํƒ์ง€ ๋ชจ๋ธ์„ ํ™œ์šฉํ•˜์—ฌ AI๊ธฐ๋ฐ˜์˜ ์˜์ƒ(๊ฐ์ฒด) ์ฒ˜๋ฆฌ๊ธฐ์ˆ ์„ ํ†ตํ•œ ์ธ์‹ยท๋ถ„์„์„ ๊ฐœ๋ฐœํ•œ๋‹ค.
  • ์‚ฌ์šฉ๋œ ๋ฐ์ดํ„ฐ์…‹: ํ˜„๋Œ€์ž๋™์ฐจ ์ฐจ๋Ÿ‰ 131์ข…๊ณผ ๋ฐ์ดํ„ฐ์…‹ 10,000์—ฌ์žฅ -> ์ •ํ™•๋„๋ฅผ ์œ„ํ•ด ํ˜„๋Œ€์ž๋™์ฐจ 57์ข…์˜ ์ฐจ๋Ÿ‰๊ณผ ๋ฐ์ดํ„ฐ์…‹ 10,000์—ฌ์žฅ ์‚ฌ์šฉ

์‹œ์Šคํ…œ ์•„ํ‚คํ…์ฒ˜

ํ™”๋ฉด ๊ตฌ์„ฑ

pc ๋ฒ„์ „ (๋ฐ˜์‘ํ˜•)

๋ชจ๋ฐ”์ผ ๋ฒ„์ „ (๋ฐ˜์‘ํ˜•)

์‚ฌ์šฉ๋œ ๊ธฐ์ˆ 

  • ํด๋ผ์ด์–ธํŠธ React Vite, tailwind, tensorflow.js, typescript, EsLint ...
  • ๋ชจ๋ธ Yolo v8 (python), Auto Labeling

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  • ์ฐฐ๋‚˜์— ์ธ์‹์—๋Ÿฌ ์กฐ์ •ํ•˜์—ฌ log์— ๋„ฃ์ง€ ์•Š๊ฒŒ ํ•˜๊ธฐ (Date๋‚˜ ํšŸ์ˆ˜๋ฅผ ๊ฐ์ง€ํ•˜์—ฌ ์กฐ์ • ์˜ˆ์ •. ex: 1์ดˆ์— 10๋ฒˆ ๋ฏธ๋งŒ์œผ๋กœ ์ฐํžŒ๋‹ค๋ฉด? )
  • ๋ฐ˜์‘ํ˜• UI PC ๋ฒ„์ „ ๊ตฌํ˜„
  • ์นด๋ฉ”๋ผ ์ „ํ™˜ ์‹œ ํ™”๋ฉด ๊ฐ์ถ”๊ธฐ or ์ž์—ฐ์Šค๋ ˆ ์ „ํ™˜๋˜๊ฒŒ
  • ํ™•๋ฅ  ๋‚ฎ์€ ๊ฐ์ฒด ๊ฐ์ง€ ์‹œ ๋ฌด์‹œํ•˜๊ธฐ

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