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conanlhj/README.md

Hello, World! I'm Lee HanJin



About me

  • Integrated undergraduate-graduate program in the Department of Computer Science at Yonsei University.
  • Senior Student in the Department of Computer Information and Communication Engineering at Yonsei University Mirae Campus
  • Undergraduate Researcher in [AISLab]
  • [Personal website]

Research Area

  • ML / DL
  • CV (Computer-Vision)
  • Security for AI & AI for Security

Experiences

  • [2023.03 ~ 2023.06] : Robot Algorithm 기반 구현 프로젝트 진행 [link]
  • [2022.09 ~ 2023.06] : GCN기반 도로 교통사고 위험도 예측 모델 개발 연구 참여
  • [2022.09 ~ 2022.12] : MobileNetV2를 활용한 연예인 닮은 꼴 찾기 서비스 개발 참여
  • [2022.05 ~ 2022.06] : YOLO를 이용한 포트홀 검출 프로그램 개발
  • [2022.03 ~ 2022.05] : 포트홀 데이터셋에 대한 전처리 방법 개발
  • [2021.09 ~ 2021.11] : CycleGAN을 이용한 증강현실 풍경 계절 변경 프로그램 개발
  • [2021.08] : CNN기반 표정인식 프로그램을 활용한 고통 강도 예측 프로그램 개발
  • [2021.02] : Mancala AI 제작 [link]
  • [2020.06 ~ 2020.09] : Nonogram Solver 제작 [link]

Skills

  • Languages:

    C C++ Python


  • Tools:

    Numpy Pandas OpenCV Tensorflow Pytorch Keras


  • Software and Tools:

    Unity Matlab


Publications

International Conference

  • 2022

    • Han-Jin Lee, Min-Su Joo, & Ellen J. Hong (2022). Pre-Processing Method for Improving Performance of Port Hole Datasets. KICSP Summer Academic Conference

Domestic Journal

  • 2022

    • Han-Jin Lee, Ji-Woong Yang and Ellen J. Hong. (2022). Proposed Pre-Processing Method for Improving Pothole Dataset Performance in Deep Learning Model and Verification by YOLO Model. JISPS, 23(4), 249-255.

Domestic Conference

  • 2023

    • 이한진, 정현진 & 홍정희 (2023). LSTM을 활용한 도로 수준의 교통사고 위험 예측. KICSP 하계학술대회
    • 정현진, 정태원, 이한진 & 최석환 (2023). 쿼리 기반 블랙박스 적대적 공격 방어 기법의 한계에 관한 연구. KIIS 춘계학술대회

  • 2021

    • 이한진, 현승민, & 홍정희 (2021). CycleGan을 이용한 증강현실 구현의 효율성 증가. KAICTS 추계학술대회
    • 이한진, 박찬홍, & 홍정희 (2021). 딥러닝 표정 인식을 활용한 고통 강도 예측. KAICTS 하계학술대회

Education

  • [2023.03 ~ ] : Yonsei University Department of Computer Science Integrated Undergraduate-Graduate Program.
  • [2020.03 ~ ] : Yonsei University Mirae Campus Department of Computer Information and Communication Engineering.
  • [2016.03 ~ 2019.02] : Sangmoon High School.

Career

  • [2023.03 ~ ] : AISLab Undergraduate Researcher.

My Stats



How to reach me


Popular repositories

  1. diffusion_seminar diffusion_seminar Public

    연구실 내 디퓨전 세미나 발표를 위해 간단히 구현한 디퓨전 모델

    Jupyter Notebook 1

  2. DSC_ml_research DSC_ml_research Public

    Jupyter Notebook

  3. python_inflearn python_inflearn Public

    Python

  4. BOJ BOJ Public

    백준

    Python

  5. nonogram_solver nonogram_solver Public

    Python

  6. 2021_python_study 2021_python_study Public

    겨울방학 파이썬 스터디 진행파일들

    Python