HandyMan

• 💬 Chances prefer prepared minds.

Keywords

Python, Linux, Computer vision, Embedded system, Deep learning, Image generative AI

Education

Degree	Major	University	Grad. date
B.E. (4.15/4.5)	Electronics	SangMyung (Seoul) Univ.	February 2023
M.S.	Computer Science	SangMyung (Seoul) Univ.	(예정) February 2025

Activities: [Highlighted: ⭐, code: </>, report: 📝, video: 🎥]

1. [Undergraduate research assistant🧑‍💻] Creative Contents Lab (CCLab) 2021-02 ~ 2022-06
   • </> 📝 Research on protecting adversarial attack in image domain.
   • ⭐🚀⭐ Project implementing ADAS (Advanced Driver Assistace System). Verified by 국토교통과학기술진흥원
2. [M.S researcher🧑‍💻] Computer Graphics and Visual Media Lab (CGVM) 2022-07 ~ Now
   • Conducted variaous experiments on rotating artistic portraits using GAN-based model. [publication 3.]
   • Conducted variaous experiments on synthesizing portrait sketches using Diffusion model. [publication 2.]
   • ⭐</>⭐ Research on synthesizing artistic landscape sketch using 원중근경 (foreground, midground, far) map. [publication 1.]
   • Research on synthesizing game scene sketches using Stable Diffusion. [publication 4.]
   • </> Refactor legacy code of lab
     • Removing dependency on glut which is deprecated.
     • Improvement processing performance using pthread.
     • Removing dependency on VisualStudio2012 and rebuild using CMake for versatility.
3. [Study club👫] 이니로 동아리
   • </> Study on Algorithm.
   • </> Development Household Account Book Web Service Utilizing the Open Banking API.
   • </> Study on advanced python (Design pattern).
   • </> Development on Bitcoin Auto Trading system.
4. [Union club👫] 앞구르기 2024-02 ~ Now
   • </> Implementation python API following API documentation of 스마트팜데이터마트
   • </> Develop anomaly sensor detector system. (proceeding)
   • ⭐🚀 [webOS 부문 LG CTO상 우수상🏆] Smartfarm solution (GPT API + Thread protocol)
5. [Study📚]
   • 📝 딥러닝 스터디 Study “Understanding Deep Learning - Simon J.D. Prince”. [2023-09 ~ Now]
   • 📝 튜터링 Tutoring Python, Linux & etc.
   • 🏆 [1위] 상명대학교 제1회 수뭉컵 (대학원생이라..비공식 닉네임: 야만적인 힘)

Projects

1. 📰 [AIFactory상🏆] 2023 프로메테우스 X StartUp Hakcathon - Virtual makeup service(코스메테틱)
2. (🎥) [대상🏆] Github 경진대회 - Sketch photo2seq-pytorch
3. (🎥) [졸업 프로젝트] Only-vision Line Tracer with FCA(Forward Collision-Avoidance Assist)
4. ⭐</> 📝 ⭐ [MicroProcessor 기말과제] Implementation context switching on ARM-based FRDM-k64f board
5. 📝 [Computer Vision 프로젝트] Simple ADAS without deep learning </>
6. 📝 [AI-factory 6위] 스마트축사 데이터 활용 대회
7. 🎥 Sudoku Solver through a picture
8. 🎥 학부생들을 위한 Stable Diffusion and LoRA 활용법 튜토리얼 제작
9. </> [f1score 0.997 달성] 2023 구강이미지 합성데이터 헬스케어 AI 경진대회
10. </> [연습 22위] 도배하자 분류 경진대회

Publications

1. Kim, J., Yang, H., & Min, K. (2024). DALS: Diffusion-Based Artistic Landscape Sketch. Mathematics, 12(2), 238.
2. Kim, H., Kim, J., & Yang, H. (2023). Portrait Sketch Generative Model for Misaligned Photo-to-Sketch Dataset. Mathematics, 11(17), 3761.
3. Kim, H., Kim, J., & Yang, H. (2022). A GAN-based face rotation for artistic portraits. Mathematics, 10(20), 3860
4. Kim, J., Yang, H., & Min, K. (2023). Urban Landscape Game Scene Sketch Generation Framework with Stable Diffusion. 한국컴퓨터게임학회 논문지, 36(4), 101-105.

Scholarship

1. [2017/2] 학과차석 (Second Top Student in the Department)
2. [2018/2] 학과차석 (Second Top Student in the Department)
3. [2020/2] 학과차석 (Second Top Student in the Department)
4. [2021/1] SW인재 (SW Talent)
5. [2021/2] SW인재 (SW Talent)
6. [2022/1] 면학B (Academic Excellence Scholarship)
7. [2022/2] 면학B (Academic Excellence Scholarship)
   • 이 외 (National Scholarship 포함) 22회 수혜.
     총합 약 45,000,000원.