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/d…

Code generated in the video can be downloaded from here:

https://github.com/bnsreenu/python_fo…

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Understanding U-Net Architecture and Building it From Scratch
3.05 GEEK