Breast Size Estimation App

This is a PyQt5-based GUI application that utilizes machine learning to estimate breast size from uploaded images. The system allows for prediction, feedback logging, and exporting user feedback to Excel for further analysis.

Features

• Image Upload: Users can upload .jpg, .jpeg, or .png images.
• Prediction: Uses a trained model to estimate breast size.
• Feedback Logging: Users can correct predictions and leave textual feedback.
• Excel Export: Feedback can be exported to a structured Excel file.
• Multi-threaded Prediction: Keeps the UI responsive during inference.
• Style and UX: Clean UI with styled widgets and progress indication.

Setup Instructions

Prerequisites

Ensure you have the following installed:

• Python 3.7+
• pip (Python package installer)

Install Requirements

pip install -r requirements.txt

Run the Application

python gui_app.py

Note: The GUI assumes there is a module named breast_size_estimator.py that contains the BreastSizeEstimator class with methods for preparing data and making predictions.

Feedback Logs

Feedback is stored in the feedback_logs/ directory as timestamped .txt files. These can be exported via the GUI to an Excel file.

Contributing

We welcome contributions from the community!

How to Contribute

1. Fork the repository
2. Create a new branch (git checkout -b feature/my-feature)
3. Make your changes
4. Commit and push (git commit -am 'Add my feature' && git push origin feature/my-feature)
5. Open a Pull Request

Ideas for Contributions

• Improve the machine learning model
• Add support for batch image processing
• Integrate with cloud storage for saving logs
• Implement authentication for feedback management
• Enhance the UI/UX with animations or themes

License

This project is licensed under the MIT License.

---

If you encounter any issues or have suggestions, feel free to open an issue or email the maintainer.