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14 followers · 26 following
  • Seoul National University
  • Seoul, Korea(Republic of)

Achievements

Achievement: Pull Sharkx2Achievement: Galaxy BrainAchievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor
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Achievements

Achievement: Pull Sharkx2Achievement: Galaxy BrainAchievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor
BetaSend feedback

Highlights

Organizations

@likelionmju @prompt-tech @Team-FDI @Pseudo-Lab @SleepingMidas @dt1917 @igoSecurity @Team-RoomNumber404 @HomePT @It-sNotaBug-Function @MJU-22-W-GP2 @Team-Vast @BDP-HYVA @BeautyManager @Advanced-Algorithm-Challenge @AI-Project-Hub
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ChoHyoungSeo/README.md

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Who Am I

  • 🌱 I’m currently learning Deep Learning, Web Programming, Data Analysis, Statistics, linear algebra, Machine Learning, BigData
  • πŸ₯‡ I majored in Convergence Software, Data Technology

Experience

  • πŸ’» UCPC 2023 (Union of Clubs for Programming Contests) ranked 34th place among about 300 (top 10%) on final round (Region: South Korea)
  • β˜€οΈ OpenSource Contribution: labelCloud (CAD'21 conference)
  • πŸ“Œ Google Developers Machine Learning BC Alumni
  • πŸ’₯ ICT Innovation Square Div.Advanced Computer Vision(Seoul)
  • πŸ“Ί Korea Electronics Technology Institute (KETI) AI researcher
  • πŸ‘― Google Developers MLB 2nd
  • πŸ”« Ministry of National Defense IT Specialist (Republic of Korea)
  • πŸ“ Python Instructor
  • 🌍 Koh young Technology R&D center
  • πŸ”₯ Prompt Technology R&D center
  • 🦁 Likelion 7th
  • 😸 coala Univ 2nd
  • πŸŽ“ Gwacheon Foreign Language High School

Prize

  • πŸ‘‘ Seoul Fine Dust Hackathon (Android App, interview loaded on Dong-A Science Magazine 15th)
  • πŸ† Data Creator Camp(Machine Learning, DeepLearning competition)
  • ✨ [Mentoring Project] Best review/postscript Essay Paper Award (invited for presenting at La Place, acceptance: 2 presentor among 70)

Papers

  • πŸš₯ Kubernetes-based Framework for Improving Traffic Light Recognition Performance: Convergence Vision AI System based on YOLOv5 and C-RNN with Visual Attention, Hyoung-Seo Cho1, Min-Jung Lee2, Yeon-Jee Han† ACK2022 Accepted
  • πŸ₯ [ABSTRACT] Skeletal Muscle thresholds for Sarcopenia diagnosis in T12 to L2 vertebra level of Korean Population: Towards the Opportunistic Chest CT Screening, Cho et al, KCR2023, RSNA2023 Accepted
  • πŸ‡°πŸ‡· Seoul Historical Site Guide: Bridging Cultures through Conversational AI, LREC-COLLING 2024 submitted

Patent/Copyright

  • 🚦 YOLOv5, Attention-OCR based Traffic-Light Recognition System (Min-Jung Lee, Hyoung-Seo Cho)

Publish

  • πŸ“ˆ (tobe) [High Performance Machine Learning] The Very First Korean JAX/FLAX tutorial

Now(private)

  • πŸš™ 2D and 3D (Camera, LiDAR, Radar) calibration on autonomous vehicle (paper article)
  • πŸš— Kubernetes-based Vision AI system to help elderly drivers who are vulnerable to major traffic accidents (yolov5, Nvidia Jetson Nano, CI/CD, k8s, docker), paper article, software deploy, patent
  • πŸ”‰ barrier-free project: Seear News image captioning for those who are visually impaired. (deploy completed)
  • [OSSCA] PyTorchKorea
  • KAIST GSDS
  • text-to-image generation (feat.diffusion)
  • working on 3 papers
  • google codejam [Generative AI]

Pinned

  1. labelCloud labelCloud Public

    Forked from ch-sa/labelCloud

    A lightweight tool for labeling 3D bounding boxes in point clouds.

    Python 2

  2. seear_server seear_server Public

    Forked from dt1917/seear_server

    πŸ”‰ News image captioning for those who are visually impaired // β˜€οΈ Implemented based on Flask, a web framework. We tried to implement MLOPS by serving the model.

    Python 1

  3. Pseudo-Lab/text-to-image-generation-feat-diffusion Pseudo-Lab/text-to-image-generation-feat-diffusion Public

    πŸ’‘Text-to-Image Generation (feat. Diffusion): paper/code review and experimental findings related to text-to-image generation and diffusion-based models

    HTML 36 9

  4. Kubernetes-based-Framework_Convergence-Vision-AI-System-YOLOv5-and-C-RNN-with-Visual-Attentention Kubernetes-based-Framework_Convergence-Vision-AI-System-YOLOv5-and-C-RNN-with-Visual-Attentention Public

    ACK2022 paper repository for "Kubernetes-based Framework for Improving Traffic Light Recognition Performance: Convergence Vision AI System based on YOLOv5 and C-RNN with Visual Attention"

  5. likelionmju/mju-festival-2019 likelionmju/mju-festival-2019 Public archive

    2019 λͺ…μ§€λŒ€ν•™κ΅ 인문캠퍼슀 λŒ€λ™μ œ μ†Œκ°œ μ„œλΉ„μŠ€

    JavaScript 6 2

  6. Team-FDI/Team_FDI-DataCreator Team-FDI/Team_FDI-DataCreator Public

    Data analysis/prediction Competition

    Jupyter Notebook 1 2