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Table 1 Hyperparameter settings for operation within a four-level pyramid

From: AtICNet: semantic segmentation with atrous spatial pyramid pooling in image cascade network

Level padding Atrous convolution Conventional convolution Batch normalization Average pooling
   k c d p r s k c s b r r k s
One 4 3 1024 2 Same Relu 1 1 1024 1 / / Relu w, h w, h
Two 4 3 1024 4 Same Relu 1 1 1024 1 / / Relu w/2,h/2 w/2,h/2
Three 4 3 1024 8 Same Relu 1 1 1024 1 / / Relu w/3,h/3 w/3,h/3
Four 4 3 1024 12 Same Relu 1 1 1024 1 / / Relu w/6,h/6 w/6,h/6
  1. k kernel, c channel, d dilated rate, p padding, r relu, s stride, b biased