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16 followers · 28 following

Achievements

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

Achievements

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

Highlights

Organizations

@Pseudo-Lab @Team-Vast @BeautyManager @Advanced-Algorithm-Challenge @AI-Project-Hub @Team-Best-of-the-Best @computer-visioneer

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ChoHyoungSeo/README.md

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Who Am I

  • 🌱 I’m currently learning Deep Learning, Statistics, linear algebra, Machine Learning, Numerical Analysis
  • πŸ₯‡ I majored in Artificial Intelligence

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)

Pinned Loading

  1. Pseudo-Lab/pseudodiffusers Pseudo-Lab/pseudodiffusers Public

    πŸ’‘ PseudoDiffusers: paper/code review and experimental findings related to computer vision generation and diffusion-based models

    HTML 42 10

  2. 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"

  3. PyTorchKorea/tutorials-kr PyTorchKorea/tutorials-kr Public

    πŸ‡°πŸ‡·νŒŒμ΄ν† μΉ˜μ—μ„œ μ œκ³΅ν•˜λŠ” νŠœν† λ¦¬μ–Όμ˜ ν•œκ΅­μ–΄ λ²ˆμ—­μ„ μœ„ν•œ μ €μž₯μ†Œμž…λ‹ˆλ‹€. (Translate PyTorch tutorials in KoreanπŸ‡°πŸ‡·)

    Jupyter Notebook 351 258

  4. ch-sa/labelCloud ch-sa/labelCloud Public

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

    Python 593 103