Nakkwan
Table of contents
Educational
- M.S. degree from UNIST (Ulsan National Institute of Science and Technology)
(2021.03 ~ 2023.02)- Electronical and Computer Science Engineering
- Signal Processing Lab, Prof. Seungjoon Yang
- GPA: 3.76 / 4.3
- B.S. degree from KyungHee Univ (2016.03 ~ 2021.02)
- Electronic Engineering
- GPA: 3.72 / 4.5 (Credits: 148)
Publications
- Restoration of Hand-Drawn Architectural Drawings Using Latent Space Mapping With Degradation Generator, CVPR, 2023
CHOI, Nakkwan, et al. Online Safety Zone Estimation and Violation Detection for Nonstationary Objects in Workplaces, IEEE Access, 2022
CHO, Hyunjoong, et al.- Denoising Traditional Architectural Drawings with Image Generation and Supervised Learning. Journal of architectural history, Journal of architectural history, 2022
CHOI, Nakkwan, et al.
Projects
- Development of Self-Elevating Crane System for Installation and Maintenance of Onshore Wind Turbine System (2023.09 ~ 2023.11)
- Development of AI-based CAD conversion technology for traditional architecture drawing images (2021.05 ~ 2023.02)
- AI Novatus Academia TA, Gaze tracking SW (2022.11 ~ 2023.01)
- AI-based manufacturing site safety management guidebook (2021.10 ~ 2022.02)
- Safety Zone Estimation and Violation Detection (2021.08 ~ 2021.12)
- Missile Intercept Simulation (2020.09 ~ 2020.12)
- Hanium exhibit, Smart Escort Robot (2020.06 ~ 2020.11)
- Khuthon at KHU, Dev Study communicate App (2019)
Interests
- Computer Vision
- Generative Model and Application (VAE, Diffusion, Nerf(Recently Studying), etc…)
- Object Detection
- Image Processing
- Modality (Recently Studying)
Skills
- Python
- Pytorch
- Lightning
- FastAPI
- Git
- Docker
- Unity