Initially, the encoder is fed with an input breast MRI scan of 256 x 256 x 1 in dimension. The encoder has a total of seven convolution layers with a filter size of 4 x 4 followed by stride filters of size 2 for feature down sampling, a Leaky-ReLu with alpha equal to 0.2, followed...