The working of U-net with atrous spatial pyramid pooling (ASPP) on a sample image.

The ASPP module is inserted after the bottleneck of the Encoder-Decoder network. The feature map generated by the encoder is processed by using ASPP, and then, the result is fed into the decoder network for final prediction output.