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ksh0330/README.md

Seunghyun Kim

Computer Vision · Real-Time AI Systems · Applied AI Software

Building practical AI systems that connect computer vision, model inference, and software.

Portfolio · CV · LinkedIn

About

  • Experience in computer vision and real-time AI systems
  • Worked with object detection, tracking, image preprocessing, and inference optimization
  • Interested in applying AI to drones, autonomous systems, and practical software

Core Stack

Python C PyTorch Torchvision OpenCV

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  1. Project-VITAS Project-VITAS Public

    A vision-based system (YOLOv8+MLP) for real-time vehicle risk assessment at intersections.

    1

  2. 25SummerStudy 25SummerStudy Public

    Linear Algebra, Probability & Information Theory, Machine Learning & Deep Learning, and Reinforcement Learning.

    Jupyter Notebook

  3. ksh0330.github.io ksh0330.github.io Public

    HTML