This web application uses machine learning and computer vision to suggest hairstyles based on a user's face shape. It analyzes uploaded photos to determine face shapes and offers personalized hairstyle recommendations. Users can virtually try on recommended hairstyles to visualize their new look.
- Face Shape Analysis: Utilizes OpenCV for face detection and shape analysis.
- Hairstyle Database: A categorized collection of hairstyles to match various face shapes.
- Virtual Try-On: Allows users to visualize recommended hairstyles using their uploaded photo.
- User Profiles: Users can create profiles to save preferences and view past selections.
- Social Sharing: Share your new look on social media.
- Feedback: Provide feedback and reviews on recommended hairstyles.
- Clone the repository:
git clone https://github.com/yourusername/hairstyle-recommendation-app.git
Creating a README.md file is essential for providing information about your project on GitHub. Here's a template for a README.md file for your machine learning-based web app that suggests hairstyles based on face shapes. You can customize it to fit your project's specific details:
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Navigate to the project directory:
cd hairstyle-recommendation-app -
Set up a Python virtual environment and install dependencies:
python -m venv venv source venv/bin/activate # On Windows, use `venv\Scripts\activate` pip install -r requirements.txt
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Run the application:
python app.py
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Access the web app in your browser at
http://localhost:5000.
- Upload your photo on the web app.
- Receive personalized hairstyle recommendations based on your face shape.
- Virtually try on recommended hairstyles to see how they look on you.
- Save your favorite styles and share them on social media.
Contributions are welcome! If you'd like to contribute to this project, please follow these steps:
- Fork the repository.
- Create a new branch for your feature:
git checkout -b feature-name - Make your changes and commit them:
git commit -m 'Add feature' - Push to the branch:
git push origin feature-name - Submit a pull request with a detailed description of your changes.
This project is licensed under the MIT License.
If you have any questions or feedback, feel free to reach out to Your Name.
Note: Replace the placeholders in square brackets with your project-specific information.
Remember to replace the following placeholders with your actual project details:
- `link-to-your-app-preview-image.png`: Link to an image that showcases your app (you can host this image on GitHub or elsewhere).
- `yourusername`: Your GitHub username or organization name.
- `http://localhost:5000`: The actual URL where your web app can be accessed.
- `Your Name` and `[email protected]`: Your contact information.
This `README.md` file provides an introduction to your project, installation and usage instructions, contribution guidelines, licensing information, and contact details, making it easier for others to understand and collaborate on your project.