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.
- 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.
To run this project, ensure you have the following Python packages installed:
- Python 3.x
- TensorFlow 2.x
- Keras
- Matplotlib
- Clone this repository:
git clone https://github.com/meetp06/DeepDiag.git