Hyperparameter optimization in a brachial plexus classification problem

Bachelor End Project of Vincent Vousten at the Eindhoven University of Technology

This repository contains the code files for the Bachelor End Project of Vincent Vousten at the Eindhoven University of Technology. This project is focussed on the classification of the brachial plexus from ultrasound images. The dataset is found in a Kaggle competition

CNN.py is the main file, from which functions in CNN_utils.py, data.py and data_augmentation.py are called. For reproducability, the text file used_python_packages.txt contains all the Python packages and its versions that were installed on the used system (list aquired using pip freeze).

The changelog can be found here.