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A repo for machine-learning powered image classification of handwritten Chinese characters

Home Page: https://tyler-pruitt.github.io/Chinese-Character-Recognition/

License: MIT License

Python 100.00%
machine-learning character-recognition image-classification chinese-character-recognition tensorflow keras

chinese-character-recognition's Introduction

Hello World, I'm Tyler!

// C++
class SoftwareEngineer {
    public:
        string name, degree, contact;
        vector<string> role, tech_stack, languages;
        
        SoftwareEngineer() {
            name = "Tyler Pruitt";
            role = {"Backend", "Fullstack"};
            degree = "BS, Physics";
            tech_stack = {
                "Python",
                "C++",
                "C#",
                "JavaScript/TypeScript",
                "MATLAB",
                "SQL/MySQL",
                "HTML",
                "CSS/SCSS"
            };
            contact = "[email protected]";
            languages = {"English", "Mandarin"};
        }
};

👨🏻‍💻  About Me

  • 🎓 I am have a bachelor's degree in physics and a minor in Chinese
  • 💻 I’m currently working as a software engineer at Santa Barbara Imaging Systems
  • 🌱 I’m currently learning about computational finance
  • 💬 Ask me about investing, Studio Ghibli, and my favorite things to eat
  • 😄 Pronouns: He/Him/His
  • ⚡ Fun fact: I love learning foreign languages, exploring different cultures, and traveling
  • 📫 How to reach me: (email: [email protected])
  • 🌖 My organization, Electric Moon Trading Company, is looking for developers (all kinds) to contribute to its projects. Please reach out if you are interested.

🤝🏻  Connect with Me

Email LinkedIn Code

My Techstack

Languages

  • Python
  • C++
  • C#
  • JavaScript/TypeScript
  • MATLAB
  • SQL
  • MySQL
  • PostgreSQL
  • HTML
  • CSS/SCSS

Frameworks

  • .NET
  • Flask
  • Pytest
  • NumPy
  • Pandas
  • SciPy
  • Matplotlib
  • Tensorflow
  • PyTorch
  • AngularJS
  • React
  • Node.js
  • Qt
  • Boost

Version Control and Hosting

  • Git
  • GitHub
  • Bitbucket

Tools

  • Spyder
  • Jupyter NoteBook
  • Markdown
  • Visual Studio Code
  • Visual Studio
  • Azure Data Studio
  • MS SQL Server
  • AWS
  • Postico
  • Docker

📈 My GitHub Stats


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chinese-character-recognition's Issues

Implement new character code converter into Chinese characters

Implement a function which converts the character codes from the input and output of the model into the Chinese characters. These characters codes are stored in 'trainLabels' and 'testLabels'. The character codes are defined as

零 = 0
一 = 1
二 = 2
三 = 3
四 = 4
五 = 5
六 = 6
七 = 7
八 = 8
九 = 9
十 = 10
百 = 11
千 = 12
万 = 13
亿 = 14

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