nakkwan Goto Github PK

• UNIST, graduate, MS (2021.03 ~ 2023.02)
  • Electronical and Computer Science Engineering
  • GPA: 3.76 / 4.3
• KyungHee Univ, Undergraduate (2016.03 ~ 2021.02)
  • Electronic Engineering
  • GPA: 3.72 / 4.5

• CHOI, Nakkwan, et al. Restoration of Hand-Drawn Architectural Drawings Using Latent Space Mapping With Degradation Generator. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2023. p. 14164-14172.
• CHO, Hyunjoong, et al. Online Safety Zone Estimation and Violation Detection for Nonstationary Objects in Workplaces. IEEE Access, 2022, 10: 39769-39781.
• CHOI, Nakkwan, et al. Denoising Traditional Architectural Drawings with Image Generation and Supervised Learning. Journal of architectural history, 2022, 31.1: 41-50.

• Development of Self-Elevating Crane System for Installation and Maintenance of Onshore Wind Turbine System (2023.10 ~ 2023.11)
• Development of AI-based CAD conversion technology for traditional architecture drawing images (2021.05 ~ 2023.02)
• AI Novatus Academia, Gaze Tracking SW ((2022.12 ~ 2023.02))
• AI-based manufacturing site safety management guidebook (2021.10 ~ 2022.01)
• Safety Zone Estimation and Violation Detection (2021.09 ~ 2021.11)
• Missile interception simulation (Senier project, Top prize) (2020.08 ~ 2020.11)

✔ Machine Learning

• Generation model (Vision)
• Object Detection