Implementation of the U-Net Architecture Research Papers referred: U-Net: Convolutional Networks for Biomedical Image Segmentation Learning Deconvolution Network for Semantic Segmentation Fully Convolutional Networks for Semantic Segmentation Data used: 2018 Data Science Bowl: Find the nuclei in divergent images to advance medical discovery