219 - Understanding U-Net architecture and building it from scratch

Understanding U-Net architecture and building it from scratch. This tutorial should clear any doubts you may have regarding the architecture of U-Net. It should also inform you on the process of building your own U-Net using functional blocks for encoder and decoder. Example use case: Segmentation of mitochondria using only 12 images and about 150 labeled objects. Dataset: https://www.epfl.ch/labs/cvlab/data/data-em/ Code generated in the video can be downloaded from here: https://github.com/bnsreenu/python_for_microscopists