Using unet to to do semantic segmentation of water bodies in satellite images. The Dataset used is from : https://www.kaggle.com/datasets/franciscoescobar/satellite-images-of-water-bodies. Model is trained from scratch. Can use transfer learning and yolo for baseline testing. The accuracy is 75% on validation test set.