jeonggg119/YBIGTA

YbigTa

2022-1

🌱 Winter Vacation Study Session

• Duration : 22-01-06 ~ 22-02-10
• Goal : To build basic skills to deal with Big Data (Data Engineering + Data Analytics + Data Science)
• Links : Study Note, Assignment

📚 Winter Vacation Free Study - Deep Learning

• Duration : 22-01-11 ~ 22-02-08
• Goal : To review Deep Learning based on PyTorch
• Links : Study Note

🌿 Winter Vacation Free Project - GAN

• Duration : 22-02-10 ~ 22-02-26
• Topic : Generating images based on various GAN models
• Preview : Self Study
• Paper Review : GAN, BeautyGAN
• Results : Presentation, Code Implementation

📚 22-1 Data Science Team Study - Generative model

• Duration : 22-03-07 ~ 22-07-09
• Topic : Paper & Code Reviews of Generative model (GAN, VAE, Autoregressive, Flow-based) on Image generation
• Repo : https://github.com/oddqueue/YBIGTA-generative-model

🥉 22-1 YBIGTA Conference

• Duration : 22-05-17 ~ 22-06-25
• Title : 북실북실 - OCR을 이용한 아동도서관리 어플리케이션
• Keywords : Book Title Extraction, OCR, Segmentation, Detectron2
• Results : Notion(summary), Presentation, Code Implementation

2022-2

📚 Summer Vacation DS Team Study - Flask

• Duration : 22-07-11 ~ 22-08-27
• Topic : Jump to flask Ch2 ~ Ch4 (Concept and Code)
• Goal : To understand how Web Server works to deploy the Model
• Repo : https://github.com/jeonggg119/FLASK-pybo

📚 22-2 Data Science Team Study - 3D Vision

• Duration : 22-09-17 ~ 22-12-12
• Topic : Paper & Code Reviews of 3D Vision (Point-cloud based)
• Repo : https://github.com/jeonggg119/DL_paper → 3D Vision Labels

🥈 22-1 YBIGTA Conference

• Duration : 22-11-17 ~ 22-12-23
• Title : Fingly - 손유희 기반 유아 홈스쿨링 서비스
• Keywords : Pose Estimation, Mediapipe, Classification
• Repo : https://github.com/ybigta-homeschooling/Fingerplay
• Results : Notion(summary), PPT, Presentation, Code Implementation

📚 Winter Vacation DS Team Study - Reinforcement Learning

• Duration : 23-01-10 ~ 23-02-11
• Topic : UCL course on RL by David Silver
• Results : Notion(summary)