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changde0628/README.md

👋 Hi, I'm Chang-De Peng (@changde_0628)

🎓 About Me

Electrical Engineering graduate student at National Taiwan Normal University with a strong background in deep learning, computer vision, and embedded systems. Currently conducting research on deep learning in computer vision at the Media and AI Lab.

🔭 Current Work

  • 🧠 Researching deep learning model compression techniques
  • 💻 AI Research and Design at PRIMAX Technology Inc.

📚 Research Interests

  • Computer Vision & Image Processing
  • Deep Learning & Neural Networks
  • Hardware-Software Co-design
  • Embedded Systems & FPGA

🛠️ Technical Skills

  • Languages: C, C++, Python, Verilog
  • Deep Learning: Model compression, GANs, Transformers, Image super-resolution
  • Hardware: Embedded systems, FPGA, High-Level Synthesis, SystemC
  • Software: Computer Vision, Image Processing, Linux, Data Science

📝 Publications

  • AnimeTransGAN: Animation image super-resolution transformer via deep generative adversarial network (IEEE GCCE 2023)
  • Animation image super-resolution transformer based on deep generative adversarial networks (Journal of Imaging and Recognition, 2023)

🏆 Achievements

  • E.SUN Bank Artificial Intelligence Open Challenge - Top 10% (2022)
  • Collegiate Programming Examination, Professional Level - Ranked 69th out of 2,369 Participants (2020)
  • National Informatics Olympiad Promotional Competition - 5th Place (2019)

🌱 Currently Learning

  • SOTA Image restoration models design
  • Advanced model optimization techniques
  • Hardware acceleration for deep learning models

💡 "Combining deep learning expertise with hardware knowledge to build efficient AI systems."

Pinned Loading

  1. Pspice-Comment-Maker Pspice-Comment-Maker Public

    用於產生Pspice註解的工具,為了電子學實驗報告寫的。

    Python 1

  2. PVZ-Solar2D PVZ-Solar2D Public

    使用Lua+Solar2D開發,根據PVZ遊戲方式打造,角色為NKNU SE的成員們

    Lua 2

  3. DSCP2022_Stock-observation-and-analysis DSCP2022_Stock-observation-and-analysis Public

    As the title says, this is a final topic for DSCP, mainly using python to implement stock analysis.

    Jupyter Notebook

  4. Network-topology-visualization Network-topology-visualization Public

    This is a final project for computer network@NTNU2023, The main purpose is to visualize multiple information so that you can better understand the network situation for obstacle investigation and m…

    Python

0