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Bone Fracture Detection Model

This project demonstrates the development of a machine learning model to predict bone fractures from medical images. The model is trained using a dataset of X-ray images and uses deep learning to identify whether a bone fracture is present.

Features

  • Image Upload for Prediction: Users can upload an X-ray image to predict if a bone fracture is present.
  • Model Training: The model is trained on a dataset of labeled bone X-ray images.
  • Prediction Accuracy: The model achieves 85% accuracy in detecting bone fractures.

Requirements

To run this project, ensure you have the following Python packages installed:

  • Python 3.x
  • TensorFlow 2.x
  • Keras
  • Matplotlib

Installation

  1. Clone this repository: 
    git clone https://github.com/meetp06/DeepDiag.git