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Achievement: YOLOAchievement: QuickdrawAchievement: StarstruckAchievement: Arctic Code Vault ContributorAchievement: Pull Shark

Achievements

Achievement: YOLOAchievement: QuickdrawAchievement: StarstruckAchievement: Arctic Code Vault ContributorAchievement: Pull Shark

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DragonChen-TW/README.md

Hi, Yao-Rong there 👋

  • 😄 I'm an ML Engineer & Researcher
  • 📖 Research interest: CV(Computer Vision), Explainable ML, GNN(Graph Neural Network)
  • 💻 Engineering skills: Web Development(Full Stack), Algorithms, MLOps...
  • 🧰 I can do CV/DL research, make implementations, operate it with MLOps flow.
  • 💬 I'm passionate about learning new technologies and sharing with others (blog, teaching)

My Skills

Selected Projects

Research

  • SPGIE_thesis Master thesis about a CV explainer of GNN.
  • IRMAE An implementation/research of IRMAE(Implicit Rank-Minimizing Autoencoder).
  • [WIP] (not publish) Multi-Modal Analysis of Tropes and Narratives in Participatory - research project when visiting uPitts.

ML

  • Objdetect-YOLOv10 🆕 An YOLOv10 inference demo with uv, a new blazing fast Python package manager.
  • grpc-df-transfer Transfering data frames through grpc in some efficient ways.

misc

  • algorithms-go A CLRS book implementations of algorithms in go.
  • CaveStorg-go A game reconstructed of Cave Story with Go and Ebiten.
  • React-2021 A ReactJS course was taught in 2021 at NSYSU Web Programming Research Club.
  • Advanced-Python-2019 An Advanced Python course was taught in 2019 at NSYSU Web Programming Research Club.

Pinned Loading

  1. SPGIE_thesis SPGIE_thesis Public

    Code of my master thesis - Local Image Explainer based on Superpixel Algorithms and Graph Neural Networks

    Jupyter Notebook

  2. objdetect-yolov10 objdetect-yolov10 Public

    A demo project that integrate YOLOv10 object detection with some new packages.

    Python

  3. MIS583-DeepLearning MIS583-DeepLearning Public

    Course material of MIS583 Deep Learning in NSYSU.

    Jupyter Notebook

  4. grpc-df-transfer grpc-df-transfer Public

    Transfer dataframe through grpc with some efficient way

    Python

  5. Speech-and-Tutorial Speech-and-Tutorial Public

    Files of some personal speaches and tutorials.

    1 1

  6. algorithms-go algorithms-go Public

    Go implementation of Book "Introduction to Algorithms (CLRS)"

    Go