Cardiac MR image planning using Deep Learning

This repository contains code in support of my undergraduate thesis titled "An Investigation into Automating Cardiac MRI Planning Using Deep Learning". The code which I worked on during my project was written on Google Colab notebooks which can be accessed in the notebooks/ directory. Currently, I am working on making the code executable through python scripts.

Requirements

The following libraries are required for running the code:

• NumPy
• matplotlib
• pandas
• Keras
• OpenCV
• TensorFlow
• argparse, os, sys

Network Architectures

Below are the network architectures that are availible within the networks/ directory.

• UNet
• AlexNet

How to Train a Model

How to Predict using a Trained Model