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anthonyhuang19/README.md

Hi, I'm Anthony Huang (Tony) 👋

I'm a Graduate Researcher at Zhejiang University, focused on Super-Resolution and Transformers in Prof. Zou's CAD Group Research. I’m passionate about deep learning, NLP, and computer vision. With internship experience at Alibaba and J.P. Morgan, I've honed my skills in backend optimization, AI, and data management.

🔍 What I Do

  • AI Research: Exploring Super-Resolution, Transformers, and Generative Adversarial Networks (GANs).
  • Machine Learning: Building systems with Transformers, GANs, and Diffusion Models.
  • Computer Vision: Developing models for image super-resolution, segmentation, and image generation.

🚀 Projects

  • Panorama-Stitching: Panorama creation via feature detection and homography estimation.
  • TriAttNet: Triple Attention Mechanism for image super-resolution.
  • Selfie2Anime: Deep Learning Approach for image translation.
  • ImageMosaic: Image mosaicking and homography estimation.
  • EdgeSeg: Edge detection & image segmentation.
  • HybridFilter: Hybrid image generation and advanced image filtering techniques.
  • RetailDB: SQL database for scalable e-commerce applications.
  • DTW-SVM-X: SVM + Dynamic Time Warping for time-series classification.
  • Advanced-OS-Concepts: Study of OS concepts like thread synchronization and distributed systems.
  • FPGA-Embedded-Systems: Designing digital circuits and microprocessors with FPGA.
  • E-CommX: Full-stack e-commerce platform development.

🛠 Skills

  • Languages: Python, C/C++, Java, SQL
  • Frameworks: PyTorch, TensorFlow, Hugging Face
  • Tools: Git, Docker, AWS, Google Cloud

📫 Let's Connect!

Feel free to explore my work and collaborate with me on exciting projects! 🚀

Pinned Loading

  1. TriAttNet TriAttNet Public

    TriAttNet is an advanced image super-resolution model that utilizes a Triple Attention Mechanism to enhance image quality by learning complex dependencies across channels, spatial regions, and glob…

    Python 2

  2. DTW-SVM-X DTW-SVM-X Public

    The DTW-SVM-X project evaluates the performance of various SVM kernel functions combined with Dynamic Time Warping (DTW) for time series classification across multiple datasets, highlighting the ef…

    TypeScript 1

  3. GeoVis-Advanced-Geometric-Visualization-and-Drawing-Tool GeoVis-Advanced-Geometric-Visualization-and-Drawing-Tool Public

    GeoVis is an advanced tool for visualizing and drawing geometric shapes and algorithms, designed for interactive exploration of computational geometry.

    Python 1

  4. EdgeSeg-Edge-Detection-and-Image-Segmentation EdgeSeg-Edge-Detection-and-Image-Segmentation Public

    EdgeSeg: Edge Detection and Image Segmentation

    MATLAB 1

  5. HybridFilter HybridFilter Public

    HybridFilter:Image Filtering and Hybrid Image Generation

    Jupyter Notebook 1