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Achievements

Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2

Achievements

Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2

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@FALL2022-CG @FALL2022-AIFT @Hanium-Cometext @Filter-Web @MOIRO-KAIROS

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yeonju52/README.md

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๐Ÿ‘‹ AI ๋ชจ๋ธ์˜ ์ทจ์•ฝ์ ์„ ์ตœ์†Œํ™”ํ•˜๋Š” ๊ฐœ๋ฐœ์ž, ์ด์—ฐ์ฃผ์ž…๋‹ˆ๋‹ค ๐Ÿ–ฅ๏ธ

์•ˆ๋…•ํ•˜์„ธ์š”! AI ๋ชจ๋ธ์˜ ์ทจ์•ฝ์ ์„ ์ตœ์†Œํ™”ํ•˜๋Š” ๊ฐœ๋ฐœ์ž๊ฐ€ ๋˜๊ณ  ์‹ถ์€ ์ด์—ฐ์ฃผ์ž…๋‹ˆ๋‹ค. ๐Ÿ˜Š

AI๊ฐ€ ์šฐ๋ฆฌ์˜ ์‚ถ์— ์ ์  ๋” ๊นŠ์ˆ™์ด ๋“ค์–ด์˜ค๋Š” ์š”์ฆ˜, ๊ทธ ๊ธฐ์ˆ ์ด ์–ผ๋งˆ๋‚˜ ์‹ ๋ขฐํ•  ์ˆ˜ ์žˆ๋Š”์ง€๊ฐ€ ์ •๋ง ์ค‘์š”ํ•˜๋‹ค๊ณ  ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค. ํ•˜๋“œ์›จ์–ด ๊ธฐ๊ธฐ๋ฅผ ๋Œ€์ƒ์œผ๋กœ ํ•œ ํ”„๋กœ์ ํŠธ์— ๋” ๋งŽ์€ ํฅ๋ฏธ๋ฅผ ๋Š๋ผ๊ณ  ์žˆ์œผ๋ฉฐ, ํ”„๋กœ์ ํŠธ๋ฅผ ์ง„ํ–‰ํ•  ๋•Œ ๋”์šฑ ์‹ ๋ขฐ์„ฑ๊ณผ ์•ˆ์ •์„ฑ์— ์‹ฌํ˜ˆ์„ ๊ธฐ์šธ์ด๊ณ  ์žˆ์–ด์š”.

AI ๊ธฐ์ˆ ์ด ์‚ฌ์šฉ์ž์—๊ฒŒ ๋ฏฟ์Œ์„ ์ค„ ์ˆ˜ ์žˆ๋„๋ก ๊ธฐ์—ฌํ•˜๊ณ , ์‹ ๋ขฐ์„ฑ ๋†’์€ AI ์„œ๋น„์Šค๋ฅผ ๋งŒ๋“œ๋Š” ๊ฒƒ์„ ์ง€ํ–ฅํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ํ•จ๊ป˜ ๊ณ ๋ฏผํ•˜๊ณ  ๋‚˜๋ˆ„์–ด์š”! ๐Ÿคฒ๐Ÿป

๋ฉ‹์Ÿ์ด์‚ฌ์ž์ฒ˜๋Ÿผ ๋ฐฑ์—”๋“œ/JAVA ์Šค์ฟจ(์‹ฌํ™”) (2024.12 ~ 2025.02 (์ง„ํ–‰์ค‘))

  • Elasticsearch ๊ฒ€์ƒ‰ ์—”์ง„ ๊ตฌ์ถ• ํ”„๋กœ์ ํŠธ

    JPA์™€ Spring Boot๋ฅผ ํ™œ์šฉํ•ด ๋ฐ์ดํ„ฐ ๊ฒ€์ƒ‰๊ณผ ๊ด€๋ฆฌ, NPGException์„ ์ง์ ‘ ์„ค๊ณ„ํ•˜์—ฌ ๊ฒ€์ƒ‰ ๊ณผ์ •์—์„œ ๋ฐœ์ƒํ•  ์ˆ˜ ์žˆ๋Š” ์˜ˆ์™ธ๋ฅผ ์ฒด๊ณ„์ ์œผ๋กœ ๊ด€๋ฆฌ, ElasticSearch์„ ํ™œ์šฉํ•˜์—ฌ ์ž์—ฐ์–ด ์ฒ˜๋ฆฌ(NLP) ๊ธฐ๋ฐ˜ ๊ฒ€์ƒ‰ ์—”์ง„๊ณผ ํ•œ๊ธ€ ์ž๋™์™„์„ฑ ์ง€์›

    • ์›Œํฌ์ŠคํŽ˜์ด์Šค NangPaGo
    • ์„œ๋น„์Šค URL: ํ˜„์žฌ ์„œ๋น„์Šค๋Š” ์›น๋ทฐ๋กœ ์ตœ์ ํ™”๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค.

KG-Kairos 1๊ธฐ ํ™œ๋™ (2024.01 ~ 2024.06)

  • Vision AI๋ฅผ ์ด์šฉํ•œ ์„œ๋น„์Šค ์ดฌ์˜ ๋กœ๋ด‡: ๊ฐ์ฒด ํƒ์ง€ ๋ชจ๋ธ(Yolov8)๊ณผ ์–ผ๊ตด ์ธ์‹ ๋ชจ๋ธ(Adaface)์„ ๊ฒฐํ•ฉํ•˜์—ฌ, ํŠน์ • ์ธ๋ฌผ์„ ๋”ฐ๋ผ๊ฐ€๋Š” ๋กœ๋ด‡์„ ๊ตฌํ˜„. ๋กœ๋ด‡์€ ํŠน์ • ์ธ๋ฌผ์„ ๋”ฐ๋ผ๊ฐ€ ์ดฌ์˜ ์„œ๋น„์Šค๋ฅผ ์ œ๊ณต

    Linux ํ™˜๊ฒฝ + ๊ฐ์ฒด ํƒ์ง€ & ์–ผ๊ตด ์ธ์‹ ๋ชจ๋ธ์„ ์ด์šฉํ•œ human follower ํ•˜๋Š” ๋กœ๋ด‡ ๊ตฌํ˜„, Depth Camera ์ด์šฉ, Flask ์„œ๋ฒ„ ๊ตฌํ˜„(์—ฌ๋Ÿฌ ์›๊ฒฉ ์ปดํ“จํ„ฐ์— ์ œ์–ด ๋ช…๋ น์–ด๋ฅผ ๋ณด๋‚ด, ํ•˜๋‚˜์˜ ์›น์—์„œ ์—ฌ๋Ÿฌ ์ปดํ“จํ„ฐ ์ œ์–ด ๊ฐ€๋Šฅํ•˜๋„๋ก ๊ตฌํ˜„), ๋ชจ๋“  ๊ธฐ๋Šฅ์€ ROS2-Humble ํŒจํ‚ค์ง€ํ™”ํ•˜์—ฌ ๊ตฌํ˜„

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ํ”„๋กœ์ ํŠธ

  • ๋ฌธ์žฅ๋งฅ๋ฝํ˜• ๋„์„œ์ถ”์ฒœ ์•ฑ ์„œ๋น„์Šค(์™ธ๋ถ€ ํ•œ์ด์Œ ํ”„๋กœ์ ํŠธ): GPT ๊ธฐ๋ฐ˜ ๋ฌธ์žฅ๋งฅ๋ฝ ์ดํ•ดํ˜• ์œ ์‚ฌ ๋„์„œ ์ถ”์ฒœ ๋ฐ ๊ฒ€์ƒ‰ ์•Œ๊ณ ๋ฆฌ์ฆ˜ ๋‹ด๋‹น > ๋ฉ”ํƒ€์ธ์ง€

    SBert ๋„คํŠธ์›Œํฌ๋ฅผ ์ฐธ๊ณ ํ•˜์—ฌ, KoGPT๋ฅผ ์ด์šฉํ•œ ์ถ”์ฒœ ์•Œ๊ณ ๋ฆฌ์ฆ˜์„ ๊ตฌ์ถ• (์„ค๊ณ„ ์•„์ด๋””์–ด ๋ฐ ๊ตฌํ˜„์— ๋Œ€ํ•œ ๋‚ด์šฉ์— ๋Œ€ํ•ด ์•Œ๊ณ  ์‹ถ๋‹ค๋ฉด, cometext-gpt์—์„œ ์ฐธ๊ณ )

  • ์‹ค์‹œ๊ฐ„ ์–ผ๊ตด ํ•„ํ„ฐ ์›น ์„œ๋น„์Šค(๊ต๋‚ด ์บก์Šคํ†ค ํ”„๋กœ์ ํŠธ): LINUX ํ™˜๊ฒฝ + ์–ผ๊ตด ํƒ์ง€ ์•Œ๊ณ ๋ฆฌ์ฆ˜ + Flask ์„œ๋ฒ„ ์—ฐ๊ฒฐ + ์‹ค์‹œ๊ฐ„ ์ฒ˜๋ฆฌ + ํ•„ํ„ฐ ์ ์šฉ + Web Server(Spring Boot)์™€ AI Server(Flask) ์—ฐ๋™ (๋งํฌ: AI-Flask, ์‹œ์—ฐ ์˜์ƒ: ์œ ํŠœ๋ธŒ ๋งํฌ)

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ํ•™๋ถ€์ธํ„ด์‹ญ (2022.07 ~ 2024.02)

  • ์ตœ๊ทผ ์—ฐ๊ตฌ ๋ฐ ์‹คํ—˜: SR ์—ฐ์‚ฐ์— ๋Œ€ํ•œ LUT(Look-Up Table) bit ์ค„์ด๊ธฐ (๋งํฌ: SR_LUT)
  • ์ด์ „ ์—ฐ๊ตฌ ๋ฐ ์‹คํ—˜: YOLOv5์œผ๋กœ ์–ผ๊ตด ํƒ์ง€ - 1. ์ž‘์€ object๋ฅผ ๋” ์ž˜ ํƒ์ง€ํ•˜๋„๋ก, ์ €์กฐ๋„ ์ด๋ฏธ์ง€์—์„œ ๋” ์ž˜ ํƒ์ง€ํ•˜๋„๋ก (๋งํฌ: yolov5-face)
  • ์ „๋ฐ˜์ ์ธ ๊ณต๋ถ€ ๋ฐ ์‹ค์Šต: Computer Vision

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๋žญํ‚น (๋ฐฑ์ค€)

velog๋ฅผ ํ†ตํ•ด ์•Œ๊ณ ๋ฆฌ์ฆ˜ TIL ๊ธฐ๋ก์„ ์ง„ํ–‰ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

Solved.ac ํ”„๋กœํ•„

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