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SNS | Blog | CV | Portfolio (as of September 11th, 2023)

hi👋 I'm interested in machine learning, computer vision, and 3D generative model.
my primary research goal aims to the development of generalizable deeplearning models to challenging yet practical scenarios

• DL for Computer vision(and API like tensorflow, pytorch)
• Generative Models and Neural Radiance Fields
• Computer Graphics
• Linear Algebra & Probability for Deep Learning

• DNA 2022
  Automatic injection controller Web Service with YoloV4 fluid detection.
  • 2022 창의혁신 DNA 산학협력 연구 프로젝트 공학혁신상 수상
• Deep Learning based Malocclusion classification with distance of molar relationships 2021
  Classification malocclusion using pseudo multi-label
  • 2021 춘계 대한의용생체공학회 초록 게재 및 특허 출원
• Attention 3rd Molar to canal using CBAM 2021
  three-step learning pipeline to classify 3rd Molar and lower tubular nerve contact

• GenerativeAI_application - private library for generative model (Pytorch)
• NowMeSeeMe - Application for emotional monitoring and psychological counseling using avatar (Tensorflow, Unity)
• BiamIO - snake game application based DL hand detection (Vue, Flask, nodeJS)

• Krafton Jungle (2022.10~2023.3)
• MMMIL, Resarch scientist (2021.2~2022.5)