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This is a machine learning project aimed at detecting whether a passport image has a blue background or not. Passport background verification is a crucial step in various automated systems, such as passport verification kiosks at airports or border control checkpoints. This project aims to automate this process using machine learning techniques.

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misingo255/react-passport-image-classifier-app

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Passport Photo Background Color Detector

Welcome to the Passport Photo Background Color Detector project! This project utilizes machine learning techniques to detect whether a passport photo has a blue background or not. It's built using React and Vite for a fast and efficient development experience.

Features

  • Background Color Detection: The main functionality of this project is to analyze passport photos and determine whether the background color is blue or not.
  • User-Friendly Interface: The interface is designed to be intuitive and easy to use, allowing users to upload their passport photos and quickly receive feedback on the background color.
  • Fast Processing: Leveraging machine learning algorithms, the detection process is swift and efficient, providing results in real-time.

Technologies Used

  • React: A popular JavaScript library for building user interfaces.
  • Vite: A fast build tool for modern web development.
  • Machine Learning: Utilizing machine learning models for image analysis and background color detection.

Installation

To get started with the project, follow these steps:

  1. Clone the repository: git clone https://github.com/misingo255/react-passport-image-classifier-app.git
  2. Navigate into the project directory: cd react-passport-image-classifier-app
  3. Install dependencies: npm install
  4. Start the development server: npm run dev

Usage

  1. Upload a passport photo using the provided interface.
  2. Wait for the analysis to complete.
  3. Receive feedback on whether the background color is blue or not.

Contributing

Contributions are welcome! If you'd like to contribute to the project, please follow these steps:

  1. Fork the repository.
  2. Create a new branch: git checkout -b feature/new-feature
  3. Make your changes and commit them: git commit -am 'Add new feature'
  4. Push to the branch: git push origin feature/new-feature
  5. Submit a pull request.

License

This project is licensed under the MIT License.

Acknowledgements

  • Special thanks to [Your Name] for their contributions to the project.
  • This project was inspired by [Source/Inspiration].

Contact

For questions or inquiries, please contact [Wilbert Misingo] at [wilbertmisingo@gmail.com].

About

This is a machine learning project aimed at detecting whether a passport image has a blue background or not. Passport background verification is a crucial step in various automated systems, such as passport verification kiosks at airports or border control checkpoints. This project aims to automate this process using machine learning techniques.

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