This was our final project for CSCI 4622 Machine Learning. In it we tackled the Kaggle competition, "Airbus Shipdetection Challenge." You can find more information about it here: https://www.kaggle.com/c/airbus-ship-detection
For this project we tested and compared two lead competing algorithms Mask RCNN and UNET34.
You can read more about our project in the paper.