DCNN Architecture (IMAGE)

DOE/Lawrence Berkeley National Laboratory

DCNN Architecture

Caption

Left: A schematic representation of a common DCNN architecture with scaling operations; downward arrows represent downscaling operations, upward arrows represent upscaling operations and dashed arrows represent skipped connections. Right: Schematic representation of an MS-D network with w=2 and d=3; colored lines represent 3x3 dilated convolutions, with each color corresponding to a different dilation: All feature maps are used for the final output computation.

Credit

Daniël Pelt and James Sethian, Berkeley Lab

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