Fig. 1

Weakly supervised Unet and standard CNN architectures. Blue layers represent inputs and outputs. Red, green and yellow layers represent downsampling, upsampling, and non-resampling convolutional blocks, respectively. Purple, charcoal and lilac layers represent convolutional, dropout and normalisation layers, respectively. Orange layers represent dense layers