Question: Explain the U net architecture and write the Python code covering relevant techniques ( down sampling, up convolutions, batchnorm, dropout, data augmentation ) using Pytorch

Explain the U net architecture and write the Python code covering relevant techniques (down sampling, up convolutions, batchnorm, dropout, data augmentation) using Pytorch (not Tensorflow)

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