The Evaluation stratified the indicators into 4 clusters, Just about every encapsulating indicators with analogous attributes. These clusters, which embody exclusive amalgams of spatial top quality attributes, underscore the heterogeneity of the road Area top quality throughout the Macau Peninsula.Semantic segmentation of the road see images is per