Architecture of Unet presented here with a depth of four. The architecture makes use of downsampling and upsampling steps of the original input. This allows the extraction of features of various sizes, and recombining them during decoding via the plain skip connections. Solid purple (resp. orange) arrows represent the downsampling (resp. upsampling), and the dashed lines are the skip connections between the nodes.