Giter VIP home page Giter VIP logo

πŸ’¬ Introduction

μ΅œλ¬Έλ΄‰ (Munbong Choi)

πŸ“š Education and Belong

  • κ³ λ €λŒ€ν•™κ΅ λŒ€ν•™μ› μ „κΈ°μ „μžκ³΅ν•™λΆ€ 컴퓨터곡학전곡 석박톡합과정, 멀티미디어정보연ꡬ싀 (23.03. ~ )
  • λ™μ•„λŒ€ν•™κ΅ μ „κΈ°μ „μžμ»΄ν“¨ν„°κ³΅ν•™λΆ€ 컴퓨터곡학과 학사, λ°μ΄ν„°μ‚¬μ΄μ–ΈμŠ€μ—°κ΅¬μ‹€(17.03. ~ 23.02)
  • Multimedia Information Laboratory, Korea University School of Electrical Engineering, Computer Engineering Major, Integrated Master's and Doctorate Program (23.03. ~ )
  • Data Science Laboratory, Donga University, Department of Computer Engineering, B.S (17.03. ~ 23.02)

🌱 Interest

  • Multivariate Timeseries Forecasting and Imputation.
  • Pattern Recognize and Analysis.
  • Sound Source Separation.

πŸ–₯ Skills

    Programming Languages :

    Database :

    Mainly used library :

    Other skills :

βš“ Military Service

  • λŒ€ν•œλ―Όκ΅­ ν•΄κ΅° μž‘μ „μ‚¬λ ΉλΆ€ 제1ν•¨λŒ€ κ΅°μˆ˜μ „λŒ€ 병μž₯ λ§ŒκΈ°μ „μ—­ (17.08. ~ 19.06.)
  • Republic of Korea Navy Fleet Command The 1st Fleet Petty Officer Second Class discharged (17.08. ~ 19.06.)

πŸ₯‡ Award

  • 제10회 μ‚°μ—…ν†΅μƒμžμ›λΆ€ 곡곡데이터 ν™œμš© BI 곡λͺ¨μ „ ν•œκ΅­μ „λ ₯κ±°λž˜μ†Œ 사μž₯상, μ‚°μ—…ν†΅μƒμžμ›λΆ€ (2022)
  • λ™μ•„λŒ€ν•™κ΅ μ‘Έμ—…μž‘ν’ˆμ „μ‹œνšŒ μš°μˆ˜μƒ, λ™μ•„λŒ€ν•™κ΅ (2022)
  • 2021 μ „λ ₯λ°μ΄ν„°ν™œμš© μ‹ μ„œλΉ„μŠ€ κ²½μ§„λŒ€νšŒ ν•œκ΅­μˆ˜λ ₯μ›μžλ ₯ 사μž₯상, ν•œκ΅­μ „λ ₯곡사 (2021)
  • λ™μ•„λŒ€ν•™κ΅ μ½”λ”©κ²½μ§„λŒ€νšŒ μš°μˆ˜μƒ, λ™μ•„λŒ€ν•™κ΅ (2020)
  • λŒ€ν•œλ―Όκ΅­ 법무뢀 ν‘œμ°½μž₯, 법무뢀 (2020)

πŸ“ƒ Papers

International Journal

International Conference

Domestic Journal

Domestic Conference

  • μ΅œλ¬Έλ΄‰, κΉ€μ€λΉˆ, 문재욱, 황인쀀. "동물 μ†Œλ¦¬ 뢄리λ₯Ό μœ„ν•œ μ£Όμ˜μ§‘μ€‘ 게이트 기반의 BioCPPNet",ν•œκ΅­μ •λ³΄κ³Όν•™νšŒ ν•œκ΅­μ†Œν”„νŠΈμ›¨μ–΄μ’…ν•©ν•™μˆ λŒ€νšŒ, 2023
  • λ°•μ„±μš°, μ΅œλ¬Έλ΄‰, κΉ€λŒ€ν›ˆ, μ •μ’…κ· , 황인쀀. "λ¬Έμ„œ 검색 μ—”μ§„μ˜ μ„±λŠ₯ ν–₯상을 μœ„ν•œ μ‹ μ‘°μ–΄ 사전 ꡬ좕 기법", Korean DataBase Conference, 2023
  • μ΅œλ¬Έλ΄‰, 문재욱, λ°•μ„±μš°, 황인쀀. "MAML 기반의 μ „λ ₯μˆ˜μš” 예츑 기법", ν•œκ΅­μ •λ³΄κ³Όν•™νšŒ ν•™μˆ λ°œν‘œλ…Όλ¬Έμ§‘, 2023
  • μ΄μ§€ν›ˆ, μ΅œλ¬Έλ΄‰, λ°•κ²½μš©, μ²œμ„Έμ§„, λ°•ν˜œλ¦¬. "슀마트 컨슈머λ₯Ό μœ„ν•œ μ „λ ₯ 관리 뢄석 및 μ œμ•ˆ μ„œλΉ„μŠ€ ν”Œλž«νΌ 섀계", ν•œκ΅­μ‘°λͺ…Β·μ „κΈ°μ„€λΉ„ν•™νšŒ ν•™μˆ λŒ€νšŒλ…Όλ¬Έμ§‘, 2021

πŸ’Ύ Projects

λŒ€λΆ€λΆ„μ˜ ν”„λ‘œμ νŠΈλŠ” ν˜„μž¬ Private μƒνƒœκ±°λ‚˜ μ—…λ°μ΄νŠΈκ°€ λ˜μ§€ μ•Šμ•˜μŠ΅λ‹ˆλ‹€.

  1. 동물 μ†Œλ¦¬ 뢄리λ₯Ό μœ„ν•œ μ£Όμ˜μ§‘μ€‘ 게이트 기반의 BioCPPNet (2023)
    • 동물 μ†Œλ¦¬λ₯Ό 더 μ •ν™•ν•˜κ²Œ λΆ„λ¦¬ν•˜κΈ° μœ„ν•œ BioCPPNet 기반의 동물 μ†Œλ¦¬ 뢄리 기법
    • Python Sound Separation Deep Learning

  2. ChatGPT 기반의 λ™μ˜μ–΄ 사전 ꡬ좕 μ‹œμŠ€ν…œ 및 μ‹ κ·œ μ„±λŠ₯μ§€ν‘œ 개발 (2023)
    • LLMλͺ¨λΈμΈ chatGPTλ₯Ό ν™œμš©ν•˜μ—¬ 검색엔진에 μ‚¬μš©λ˜λŠ” λ™μ˜μ–΄ 사전을 κ΅¬μΆ•ν•˜μ—¬ 검색성λŠ₯을 κ°œμ„ ν•˜κ³  λ™μ˜μ–΄μ‚¬μ „ μ„±λŠ₯이 λ°˜μ˜λ˜λŠ” μ‹ κ·œ μ„±λŠ₯μ§€ν‘œ 개발
    • Python Large Language Model Natural Language Processing Deep Learning

  3. MAML기반의 μ „λ ₯μˆ˜μš” 예츑 기법 (2023)
    • 데이터 λΆ€μ‘±μœΌλ‘œ 인해 λ°œμƒν•˜λŠ” λ”₯λŸ¬λ‹μ˜ 문제λ₯Ό MAML둜 κ°œμ„ ν•˜μ—¬ λ”₯λŸ¬λ‹ μ „λ ₯μˆ˜μš”μ˜ˆμΈ‘ 기법에 μ μš©ν•˜μ—¬ 정확도 ν–₯상
    • Python Meta Learning Model-agnostic Meta Learning for Fast Adaptation of Deep Networks Deep Learning AI Development

  4. CNN을 ν™œμš©ν•œ 이미지 해상도 ν–₯상 기법 (2022)
    • λ‹¨μˆœνžˆ ν”½μ…€μ˜ 개수λ₯Ό 늘리고 주변에 μžˆλŠ” μƒ‰μƒμœΌλ‘œ 픽셀을 μ±„μš°λŠ” κΈ°μ‘΄ λ°©λ²•μ˜ ν•œκ³„λ‘œ 인해 λ°œμƒν•˜λŠ” μ΄λ―Έμ§€μ˜ μˆ˜μ±„ν™”ν˜„μƒμ„ κ°œμ„ ν•˜κΈ° μœ„ν•΄ Convolution Neural Network 기반의 Super Resolution 기법 개발
    • Python Convolution Neural Network Deep Learning AI Development

  5. CRNN을 ν™œμš©ν•œ 이미지 λ‚΄ ν…μŠ€νŠΈ 탐지 및 μΈνŽ˜μΈνŒ… λ°©μ•ˆ (2022)
    • 타 κ΅­κ°€μ—μ„œ κ΅­λ‚΄λ‘œ μ œν’ˆμ΄ μˆ˜μž…λ  λ•Œ, 쀑ꡭ어, 일본어 λ“±μœΌλ‘œ μž‘μ„±λ˜μ–΄ μžˆλŠ” 이미지에 μ‘΄μž¬ν•˜λŠ” μ™Έκ΅­μ–΄λ₯Ό CRNN을 톡해 νƒμ§€ν•˜κ³  제거, μΈνŽ˜μΈνŒ… μ‹œμŠ€ν…œ 개발
    • Python Convolution Recurrent Neural Network Deep Learning AI Development

  6. μˆœν™˜μ‹ κ²½λ§ 기반 신뒰적인 touμš”κΈˆμ œ μ„œλΉ„μŠ€ (2022)
    • μ „λ ₯λ°μ΄ν„°μ˜ λˆ„λ½μœΌλ‘œ 인해 λ°œμƒν•˜λŠ” TOU μš”κΈˆμ œμ˜ λ¬Έμ œμ μ„ μ΅œμ‹  RNN λͺ¨λΈμ„ 톡해 μ „λ ₯데이터λ₯Ό λ³΄κ°„ν•¨μœΌλ‘œμ¨ ν•΄κ²°ν•˜μ—¬ TOU μš”κΈˆμ œμ˜ 신뒰도 ν–₯상
    • μ‘Έμ—…μž‘ν’ˆμ „μ‹œνšŒ μš°μˆ˜μƒ
    • Python Multi-directional Recurrent Neural Network Deep Learning AI Development Fullstack Development

  7. μˆœν™˜μ‹ κ²½λ§μ„ ν™œμš©ν•œ μ‚¬μš©μž 맞좀 μ „λ ₯관리 뢄석 μ„œλΉ„μŠ€ ν”Œλž«νΌ 개발 (2021)
    • μ‚¬μš©μžλ³„ λ‹€λ₯Έ μ „λ ₯μˆ˜μš”λ₯Ό μ˜ˆμΈ‘ν•˜κ³ , μ „κΈ°μ†ŒλΉ„λ₯Ό μ€„μ—¬μ£ΌλŠ” μ„œλΉ„μŠ€λ₯Ό κ°œλ°œν•˜κΈ° μœ„ν•΄ ν•œκ΅­μ „λ ₯곡사 λ°μ΄ν„°μ„Όν„°μ˜ μ „λ ₯데이터와 LSTM을 μ‚¬μš©ν•˜μ—¬ μ‚¬μš©μž 맞좀 μ „λ ₯관리 뢄석 μ„œλΉ„μŠ€ 개발
    • μ•ˆλ“œλ‘œμ΄λ“œ 버전 개발 μ™„λ£Œ (배포X)
    • 2021 μ „λ ₯λ°μ΄ν„°ν™œμš© μ‹ μ„œλΉ„μŠ€ κ²½μ§„λŒ€νšŒ ν•œκ΅­μˆ˜λ ₯μ›μžλ ₯ 사μž₯상
    • Python React Flask Deep Learning Long-Short Term Memory Time Series Forecasting AI Development Fullstack Development

  8. RPAλ₯Ό ν™œμš©ν•œ μž¬λ‚œλŒ€ν”Όμ‹œμŠ€ν…œ (2021)
    • λ™μ•„λŒ€ LINK+ 사업단 연계, κΈ°μ‘΄ μž¬λ‚œλ¬Έμžμ˜ λŒ€ν”Όλ°©λ²• μ•ˆλ‚΄ 및 μ‚¬μš©μžμ£Όλ³€μ˜ λŒ€ν”Όμ†Œ μ•ˆλ‚΄μ— λŒ€ν•œ ν•œκ³„λ₯Ό κ·Ήλ³΅ν•˜κΈ° μœ„ν•΄ RPAλ₯Ό ν™œμš©ν•˜μ—¬ μž¬λ‚œλ³„ λŒ€ν”Όλ°©λ²• 및 μ‚¬μš©μž μ£Όλ³€ λŒ€ν”Όμž₯μ†Œ μ•ˆλ‚΄ μ‹œμŠ€ν…œ 개발
    • μ•ˆλ“œλ‘œμ΄λ“œ 및 IOS 버전 개발 μ™„λ£Œ (배포X)
    • Python Robotic Process Automation Real-Time Processing Fullstack Development

  9. λ””μŠ€μ΄μ¦ˆ μ–΄ν”Œλ¦¬μΌ€μ΄μ…˜ μ„œλ²„κ°œλ°œ (2020 ~ 2021)
    • λ™μ•„λŒ€ ν•™μš°λ“€μ˜ 편의λ₯Ό μœ„ν•΄ 개발된 THISIS μ–΄ν”Œλ¦¬μΌ€μ΄μ…˜μ˜ 웹크둀링 및 μ„œλ²„κ°œλ°œ
    • PHP Python Server Development

  10. μœ λ‹ˆν‹° 엔진을 μ‚¬μš©ν•œ κ²Œμž„κ°œλ°œ (2019)
    • μœ λ‹ˆν‹° 엔진을 ν™œμš©ν•˜μ—¬ PCκ²Œμž„ 개발
    • Unity C# Game Development

K_Dobby's Projects

asteroid icon asteroid

The PyTorch-based audio source separation toolkit for researchers

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

humbugdb icon humbugdb

Acoustic mosquito detection code with Bayesian Neural Networks

mrnn icon mrnn

Multi-directional Recurrent Neural Networks (MRNN) - IEEE TBME 2019

noisereduce icon noisereduce

Noise reduction in python using spectral gating (speech, bioacoustics, audio, time-domain signals)

pattern_recognize_hw icon pattern_recognize_hw

Pattern Recognize κ³Όμ œλ“€ λͺ¨μ•„놓고 μ—…λ°μ΄νŠΈ ν•˜λŠ” κ³³

pygcn icon pygcn

Graph Convolutional Networks in PyTorch

transformer icon transformer

PyTorch Implementation of "Attention Is All You Need"

tutorial_separation icon tutorial_separation

This repo summarizes the tutorials, datasets, papers, codes and tools for speech separation and speaker extraction task. You are kindly invited to pull requests.

video-llava icon video-llava

Video-LLaVA: Learning United Visual Representation by Alignment Before Projection

wscl icon wscl

The official PyTorch implementation of our paper (Weak-to-Strong Consistency Learning for Semisupervised Image Segmentation) Accepted by TGRS2023

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    πŸ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. πŸ“ŠπŸ“ˆπŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❀️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.