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Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2

Achievements

Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2

Highlights

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Organizations

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

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yeonju52/README.md

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๐ŸŒ Web Development

Elasticsearch ๊ธฐ๋ฐ˜ ๊ฒ€์ƒ‰ ๋ฐ ์ถ”์ฒœ ์›น ์„œ๋น„์Šค

  • ์„ค๋ช…: RESTful API ๊ฐœ๋ฐœ, ์„œ๋ฒ„ ์•„ํ‚คํ…์ฒ˜ ์„ค๊ณ„ ๋ฐ Elasticsearch๋ฅผ ํ™œ์šฉํ•œ ๊ฒ€์ƒ‰ ์„ฑ๋Šฅ ์ตœ์ ํ™”.
  • ์„ฑ๊ณผ: RabbitMQ ์ด๋ฒคํŠธ ์•„ํ‚คํ…์ฒ˜๋ฅผ ํ†ตํ•ด โ€˜์ข‹์•„์š”โ€™ ๊ธฐ๋Šฅ์˜ DB Lock ํ•ด๊ฒฐ ๋ฐ ์‘๋‹ต ์†๋„ ๊ฐœ์„ , ์‹ค์‹œ๊ฐ„ ๋ฐ์ดํ„ฐ ๋™๊ธฐํ™” ๊ตฌํ˜„์„ ์œ„ํ•ด SSE(Server-Sent Events) ์ ์šฉ.
  • ๊ธฐ์ˆ :
    • SpringBoot, React, Jenkins, Docker, Github Actions
    • Elasticsearch, RabbitMQ, MySQL, MongoDB
  • ๋งํฌ: ์›Œํฌ์ŠคํŽ˜์ด์Šค MARS-LIKELION, ๋ฐฐํฌ URL NangPaGo (https://nangpago.site/)

NANGPAGO_WEB NANGPAGO_ARCH NANGPAGO_TEAM

KG-KAIROS Vision AI ๊ธฐ๋ฐ˜ ์„œ๋น„์Šค ๋กœ๋ด‡ ์„ค๊ณ„

  • ์„ค๋ช…: Intel RealSense D435์™€ YOLOv8์„ ์ด์šฉํ•ด ๋Œ€์ƒ ์ธ๋ฌผ ์ถ”์  ๋ฐ ๋กœ๋ด‡ ์ œ์–ด. Flask๋ฅผ ํ™œ์šฉํ•œ ์›น ์ธํ„ฐํŽ˜์ด์Šค ๊ฐœ๋ฐœ๋กœ ๋‹ค์ค‘ ์žฅ์น˜ ํ†ตํ•ฉ.
  • ์„ฑ๊ณผ: ์‹ค์‹œ๊ฐ„ ์ œ์–ด ๋ฐ ํšจ์œจ์ ์ธ API ํ†ตํ•ฉ์œผ๋กœ ์‚ฌ์šฉ์ž ํŽธ์˜์„ฑ ํ–ฅ์ƒ.
  • ๊ธฐ์ˆ :
    • Flask, Ros2, Ubuntu
    • Pytorch, OpenCV, Arduino, ๋ผ์ฆˆ๋ฒ ๋ฆฌํŒŒ์ด, C++ - Python ํฌ๋กœ์Šค ํ”Œ๋žซํผ
  • ๋งํฌ: ์›Œํฌ์ŠคํŽ˜์ด์Šค MOIRO-KAIROS, ์‹œ์—ฐ ์˜์ƒ ์œ ํŠœ๋ธŒ ๋งํฌ

Image 111 Image 222 Image 333

AIFT: ์‹ค์‹œ๊ฐ„ ์–ผ๊ตด ํ•„ํ„ฐ ์›น ์„œ๋น„์Šค ๊ฐœ๋ฐœ

  • ์„ค๋ช…: Spring Boot์™€ Flask๋ฅผ ํ†ตํ•ฉํ•˜์—ฌ ์›น๊ณผ AI ์„œ๋ฒ„๋ฅผ ์—ฐ๋™, ์›น์บ  ์ด๋ฏธ์ง€๋ฅผ ์†ก์‹ ํ•˜๊ณ  ์ธ์ฝ”๋”ฉํ•˜์—ฌ ์‹ค์‹œ๊ฐ„ ์ŠคํŠธ๋ฆฌ๋ฐ ์„œ๋น„์Šค ๊ตฌํ˜„.
  • ํ•ต์‹ฌ ์•Œ๊ณ ๋ฆฌ์ฆ˜: 2D AI ๊ฐ์ฒด ์ธ์‹ ๋ฐ ์ข…ํšก๋น„ ๊ธฐ๋ฐ˜ ์•Œ๊ณ ๋ฆฌ์ฆ˜์„ ํ†ตํ•ด ์ž์—ฐ์Šค๋Ÿฌ์šด ํ•„ํ„ฐ ํšจ๊ณผ ์ œ๊ณต.
  • ์„ฑ๊ณผ: ์ตœ์šฐ์ˆ˜ ํ‰๊ฐ€๋ฅผ ํ†ตํ•ด ํ”„๋กœ์ ํŠธ ์„ฑ๊ณต์ ์œผ๋กœ ๋งˆ๋ฌด๋ฆฌ.
  • ๊ธฐ์ˆ :
    • Spring Boot, Flask
    • Pytorch, OpenCV
  • ๋งํฌ: ์›Œํฌ์ŠคํŽ˜์ด์Šค Filter-Web, ์‹œ์—ฐ ์˜์ƒ ์œ ํŠœ๋ธŒ ๋งํฌ)

Image 11 Image 22 Image 33

๐Ÿ” AI & Machine Learning

๋ฌธ์žฅ๋งฅ๋ฝํ˜• ๋„์„œ์ถ”์ฒœ ์•ฑ (Hanium ICT Mentoring Project)

  • ์„ค๋ช…: GPT์™€ KoGPT๋ฅผ ํ™œ์šฉํ•œ ๋„์„œ ์ถ”์ฒœ ์‹œ์Šคํ…œ ์„ค๊ณ„. KoGPT ๋ฐ S-BERT ์•„ํ‚คํ…์ฒ˜๋กœ ์„ฑ๋Šฅ ์ตœ์ ํ™”.
  • ์„ฑ๊ณผ: ๋ชจ๋ธ ์„ค๊ณ„ ๋ฐ ๋ฐ์ดํ„ฐ ์ „์ฒ˜๋ฆฌ ์ „๋žต ์ˆ˜๋ฆฝ.
  • ๊ธฐ์ˆ :
    • Django, Kotlin
    • PyTorch, KoGPT

CRM ๊ธฐ๋ฐ˜ ๊ณ ๊ฐ ์ดํƒˆ ์˜ˆ์ธก ๋ชจ๋ธ

  • ์„ค๋ช…: RFM(Customer Segmentation)๊ณผ LGBM ๋ชจ๋ธ๋กœ ๊ณ ๊ฐ ์ดํƒˆ ์˜ˆ์ธก.
  • ์„ฑ๊ณผ: F1 Score 73%, ๋งˆ์ผ€ํŒ… ์ „๋žต ๊ฐœ์„ ์— ํ™œ์šฉ.
  • ๊ธฐ์ˆ :
    • Pandas, LightGBM

KBO ๋ฐ์ดํ„ฐ ๋ถ„์„ ํ”„๋กœ์ ํŠธ

  • ์„ค๋ช…: Pandas์™€ Selenium์œผ๋กœ KBO ๋ฐ์ดํ„ฐ ๋ถ„์„ ๋ฐ ์‹œ๊ฐํ™”.
  • ๊ธฐ์ˆ :
    • Pandas, Selenium

๐Ÿ“š ์—ฐ๊ตฌ & ์‹ค์Šต

YOLOv5 ์–ผ๊ตด ํƒ์ง€ ์„ฑ๋Šฅ ๊ฐœ์„  ์—ฐ๊ตฌ

  • ์„ค๋ช…: YOLOv5-Face๋ฅผ ๊ธฐ๋ฐ˜์œผ๋กœ ์„ฑ๋Šฅ ์ตœ์ ํ™” ๋ฐ ์‹คํ—˜.

SR LUT (Super-Resolution) ์—ฐ๊ตฌ

  • ์„ค๋ช…: LUT ๊ธฐ๋ฐ˜ ์Šˆํผ ํ•ด์ƒ๋„ ์„ฑ๋Šฅ ์—ฐ๊ตฌ ๋ฐ ์–‘์žํ™” ์ตœ์ ํ™”.

Image 1 Image 2 Image 3

๋žญํ‚น (๋ฐฑ์ค€)

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

Solved.ac ํ”„๋กœํ•„

Pinned Loading

  1. MOIRO-KAIROS/moiro_ws MOIRO-KAIROS/moiro_ws Public

    ROS2 Project for Target Person Photographic Robot

    Python 1 2

  2. MARS-LIKELION/NangPaGo MARS-LIKELION/NangPaGo Public

    '๋ƒ‰ํŒŒ๊ณ ' ํ”„๋กœ์ ํŠธ ์ €์žฅ์†Œ

    Java 7

  3. MOIRO-KAIROS/moiro_vision MOIRO-KAIROS/moiro_vision Public

    ROS2 packages for moiro vision

    Python 1

  4. Hanium-Cometext/cometext-gpt Hanium-Cometext/cometext-gpt Public

    GPT ๊ธฐ๋ฐ˜ ๋ฌธ์žฅ๋งฅ๋ฝ ์ดํ•ดํ˜• ์œ ์‚ฌ ๋„์„œ ์ถ”์ฒœ ๋ฐ ๊ฒ€์ƒ‰ ์•Œ๊ณ ๋ฆฌ์ฆ˜

    Jupyter Notebook 1 1

  5. ComputerVision ComputerVision Public

    Undergraduate Internship ํ•™๋ถ€์ธํ„ด์‹ญ ํ™œ๋™ (July 2022~)

    Jupyter Notebook

  6. Filter-Web/AI Filter-Web/AI Public

    Python