About

열정 넘치는 noob 개발자

Experience

• 2015.03 ~ 2018.07 대덕소프트웨어마이스터고등학교
  • 정보보안과
• 2018.08 ~ AlcheraInc
  • Intelligent Camera Team, Deep Learning Engineer
    • Object Detector
    • Classification
  • Data Science Team, Desktop Application Developer
  • Advanced Development Team

Projects & Skills

Deep Learning

• Paper Review
  • 2018.05 ResNet: Deep Residual Learning for Image Recognition
  • 2018.06 DCGAN: Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
  • 2018.06 AlexNet: ImageNet Classification wtih Deep Convolutional Neural Networks
  • 2018.06 Domain Transfer Network: Unsupervised Cross-Domain Image Generation
  • 2018.07 ResNet: Identity Mappings in Deep Residual Networks
  • 2018.07 GRU: Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation
  • 2018.08 YOLO v1: You Only Look Once
  • 2018.09 Attention, RNNsearch: Neural Machine Translation by Jointly Learning to Align and Translate
  • 2018.10 Temperature Scaling, Calibration: On Calibration of Modern Neural Networks
  • 2018.10 CAM, Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization
• Paper Implement
  • 2017.10 Artistic-Image
  • 2018.01 simple-dcgan
  • 2018.01 simple-gan
  • 2018.02 DTN_torch
  • 2018.02 pix2pix-torch
  • 2018.02 RT-StyleTransfer-forVideo
• 2017.08 my-twice-cnn, Twice의 멤버 9명의 얼굴을 학습하여 분류
• 2017.09 simple-genetic-algorithm, 간단한 유전 알고리즘을 구현
• 2017.10 HexagonBot, 강화학습으로 만든 Hexagon Bot
• 2017.10 AI-Composer, MIDI의 음을 학습하여 노래 생성

Python

• 2017.07 GoogleImageCrawler, 간단한 구글이미지 크롤러
• 2017.08 python_challenge, PYTHON CHALLENGE 문제풀이
• 2017.08 EulerProject, Project Euler 문제풀이

C / C++

• 2017.05 Tetris, C로 구현한 간단한 테트리스
• 2020.03 selfmade-c-structures, C++로 구현한 기초 자료구조

C#

• 2017.09 OneClick-IP, 학교 내부망, 외부망 교체시 필요한 IP 세팅 자동변경 툴

Graphics

• 2020.04 Scratch-3D-Engine, 스크래치로 구현한 3D Graphics