Progress

 

 

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1. GPA

 

• 2022년도 1학기 - 4.5/4.5

 

 

• 2022년도 2학기 - 4.41 / 4.5

 

 

• 2023년도 1학기 - 4.21 / 4.5

 

 

• 2023년도 2학기 - 4.42 / 4.5

 

 

• Total - 4.38 / 4.5

 

 

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2. Project

 

 

공모전

 

• [DACON] 대구 교통사고 피해 예측 AI 경진대회 - Top 6% (Public 6th, Private 48th)

https://dacon.io/competitions/official/236193/overview/description

대구 교통사고 피해 예측 AI 경진대회 - DACON

 

 

 

Term Project

 

• [SEMI204] MicroProcessor
  • Optimal Motion Blur Preprocessing for High-Speed Object Detection Based on YOLOv5

 

https://gratis-chimpanzee-83c.notion.site/Optimal-Motion-Blur-Preprocessing-for-High-Speed-Object-Detection-Based-on-YOLOv5-2c22163e02b34f08a41614e7b91d8087?pvs=74

Optimal Motion Blur Preprocessing for High-Speed Object Detection Based on YOLOv5 | Notion

 

 

 

• [BITAmin] Understanding Emotions from Inside Out Characters Using Deep Learning
  • Semantic Segmentation (YOLOv8)
  • OpenCV (Face Centering, Frame Extraction)
  • Emotion Classification (ResNet, DenseNet w/ fine-tuning)

 

CV 1조 INSIDE OUT .pdf

10.76MB

 

 

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3. Certificate

 

 

 

• BOOSTCOURSE DATA SCIENCE COACHING STUDY : 2023
• http://www.boostcourse.org/certificate/A20231109-072083?langCode=ko

파트너 기업과 함께 설계하고, 7만명이 선택한 인증 교육

 

 

• BOOSTCOURSE PYTHON 4 EVERYBODY COACHING STUDY : 2023
• http://www.boostcourse.org/certificate/A20230831-363730?langCode=ko

파트너 기업과 함께 설계하고, 7만명이 선택한 인증 교육

 

 

• BOOSTCOURSE COACHING STUDY: Let's AI 2023
• http://www.boostcourse.org/certificate/A20230710-499133?langCode=ko

파트너 기업과 함께 설계하고, 7만명이 선택한 인증 교육

 

 

• BOOSTCOURSE AI BASIC COACHING STUDY : 2023
• http://www.boostcourse.org/certificate/A20230302-222368?langCode=ko

파트너 기업과 함께 설계하고, 7만명이 선택한 인증 교육

 

 

• OPIc - AL

 

 

 

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4. Achievements & Lectures

 

 

 

2022 Summer

Started Coding w/ Python

 

 

 

2023 Summer

LG Aimers 3기 Phase 1

 

 

 

2023 Fall

MicroProcessor CV Term Project


DACON - 대구 교통사고 피해 예측 AI 경진대회 


BITAmin Fall Session - Machine Learning


Python Machine Learning Perfect Guide

https://www.inflearn.com/course/%ED%8C%8C%EC%9D%B4%EC%8D%AC-%EB%A8%B8%EC%8B%A0%EB%9F%AC%EB%8B%9D-%EC%99%84%EB%B2%BD%EA%B0%80%EC%9D%B4%EB%93%9C

[개정판] 파이썬 머신러닝 완벽 가이드 강의 - 인프런

 

 

 

2023 Winter

BITAmin Winter Session - Deep Learning


BITAmin Winter Session - CV Term Project


LG Aimers 4기 Phase 1, 2


Kaggle - Enefit (Predict Energy Behavior of Prosumers)


DeepTalk Team - PyTorch for DL with Python Bootcamp

https://www.udemy.com/course/pytorch-for-deep-learning-with-python-bootcamp/

 

 

2024 Spring

BITAmin Spring Session - CV Paper Study


BITAmin Spring Session - Generative Model Term Project (GAN)


KU Undergraduate Researcher - ControlGAN w/ specific conditions