DpnUnet architecture
The DpnUnet was a Unet variant characterized by the typical U-shape encoder-decoder design and locally integrated with dual-path-network (DPN) modules. The overall architecture of the DpnUnet network was illustrated in Fig. 
Schematic of the kernel DpnUnet network architecture