Prediction of Urban Street Public Space Art Design Indicators Based on Deep Convolutional Neural Network

Table 2

The structure and parameter configuration of each VGGNet model.

8 weight layers	10 weight layers	12 weight layers	14 weight layers	16 weight layers
Input layer
conv3-64	conv3-64	conv3-128	conv3-128; conv3-64	conv3-128; conv3-128
Max pool
conv3-512; conv3-512	conv3-512; conv3-512	conv3-512; conv3-512	conv3-512; conv3-512; conv1-512	conv3-512; conv3-512; conv3-512; conv3-512
Max pool
FC-1024
FC-1024
FC-512
SoftMax