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anthonyhuang19/README.md

Hi, I'm Anthony Huang (Tony) ๐Ÿ‘‹๐Ÿ˜„

I'm a Graduate Researcher at Zhejiang University ๐ŸŽ“, specializing in Super-Resolution and Transformers under the guidance of Prof. Zou in the CAD Group Research ๐Ÿ”ฌ. I am deeply passionate about deep learning ๐Ÿค–, NLP ๐Ÿง , and computer vision ๐Ÿ‘€. My internship experiences at Alibaba ๐Ÿข and J.P. Morgan ๐Ÿ’ผ helped me develop expertise in backend optimization, AI, and data management ๐Ÿ“Š.

๐Ÿ” What I Do

  • AI Research: Exploring advanced techniques in Super-Resolution ๐Ÿ”, Transformers โšก, and Generative Adversarial Networks (GANs) ๐ŸŒ€.
  • Machine Learning: Developing systems using Transformers ๐Ÿง‘โ€๐Ÿ’ป, GANs ๐Ÿคฉ, and Diffusion Models ๐Ÿ’ก for various applications.
  • Computer Vision: Working on models for image super-resolution ๐Ÿ“ธ, segmentation โœ‚๏ธ, and image generation ๐ŸŽจ.

๐Ÿš€ Current Projects

  • Super-Resolution With Triple Attention: Enhancing image super-resolution ๐Ÿ“ท using a Triple Attention Mechanism ๐Ÿ‘๏ธ๐Ÿ‘๏ธ๐Ÿ‘๏ธ for faster and more accurate results.
  • Adapting ESRGAN for Enhanced Super-Resolution: Exploring improvements to the ESRGAN architecture for better super-resolution ๐ŸŒŸ performance.
  • GeoVis: An advanced tool for visualizing and interacting with geometric shapes ๐Ÿ”บ and algorithms ๐Ÿ”ง to explore computational geometry ๐Ÿงฎ.
  • ImageMosaic: Working on image mosaicking ๐Ÿ–ผ๏ธ and homography estimation ๐Ÿ”„ to generate seamless panoramic images ๐ŸŒ.
  • EdgeSeg: Developing edge detection โœ‚๏ธ and image segmentation ๐Ÿงฉ algorithms to enhance image understanding ๐Ÿง .
  • TriAttNet: Creating a Triple Attention Mechanism ๐Ÿ”บ for improving image super-resolution quality across channels, spatial regions, and global dependencies ๐ŸŒ.

๐Ÿ›  Skills

  • Languages: Python ๐Ÿ, C/C++ ๐Ÿ’ป, Java โ˜•, SQL ๐Ÿ—ƒ๏ธ
  • Frameworks: PyTorch ๐Ÿ”ฅ, TensorFlow ๐Ÿ’ก, Hugging Face ๐Ÿค—
  • Tools: Git ๐Ÿฆธโ€โ™‚๏ธ, Docker ๐Ÿณ, AWS โ˜๏ธ, Google Cloud ๐ŸŒฉ๏ธ

๐Ÿ“ซ Let's Connect!


Feel free to explore my work and collaborate on exciting projects! ๐Ÿš€๐ŸŒŸ

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 globโ€ฆ

    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 efโ€ฆ

    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

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