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deep-learning-from-scratch's Introduction

🌑 Dong-Hyun Han


🌟 M.S in Conputer Science (Kyonggi Univ.)

🌒 Topics:
  • Geospatial AI
  • Generative Models
  • Self-Supervised Learning
🌓 Experience:
  •                     B.S, Computer Engineering, Kyonggi University (KGU) (Mar. 2017 - Feb. 2023)
  • 한국전자통신연구원 (ETRI) Research Trainee (Jul. 2022 - Aug. 2022)
  •                     M.S, Computer Science, Kyonggi University (KGU) (Mar. 2023 - )
🌔 Skills:
  java C sql Cisco Anaconda git Android scikitlearn pytorch OpenCV Tensorflow Pytorch Lightning
🌕 Awards:
교내
프로그래밍 경진대회
🏅 우수상 (Jun. 2017)
교내
SW상상기업 프로그램경진대회
🏅 우수사업계획서상 (Nov. 2021)
교내
SW상상기업 로그램경진대회
🏅 장려상 (Nov. 2021)



한국인터넷정보학회
캡스톤 디자인 및 아이디어 해커톤
🏅 금상 (Oct. 2021)
과학기술정보통신부
공개 SW 개발자대회
🏅 은상 (Nov. 2021)
(주) HealthHub
2021 Healthhub DataThon
🏅 우승 (Dec. 2021)
한국정보기술학회(KIIT)
대학생 논문 경진대회
🏅 동상 (Jun. 2022)
가톨릭대학교 정보융합진흥원
2023 디지털 병리 AI 해커톤
🏅 장려상 (Oct. 2023)

🌖 Papers:

Domestic Publications

  • 한국인터넷정보학회, 심층 신경망을 이용한 GP 기반 소아 골연령 측정 (한동현, 문기렴, 이병대) (Oct. 2021)
  • 한국정보기술학회, 세포 계수 측정을 위한 딥러닝 기반 객체탐지 시스템 연구 개발 (한동현, 김민종, 김태강, 박준후, 조수빈, 김상진) (Jun. 2022)
  • 한국통신학회, 인간 자세 추정을 위한 경량화 딥러닝 알고리즘 개발 (노원준, 문기렴, 한동현, 이병대) (Feb. 2023)
  • 한국인터넷정보학회, 그림자 제거를 위한 깊은 그림자 특징 개선 네트워크 (한동현, 이병대) (Mar. 2023)
  • 한국인터넷정보학회, 평발 진단을 위한 딥러닝 기반 방사선적 지표 자동 측정 시스템 (노원준, 문기렴, 한동현, 이병대) (Sep. 2023)







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