Implementing a UNET architecture from the original paper on UNETs https://arxiv.org/pdf/1505.04597.pdf Created a data pipeline for training and predicting the locations of nuclei in a microscopic image The dataset was downloaded from https://www.kaggle.com/competitions/data-science-bowl-2018/data