Evaluation of spatial layout of urban road landscape based on deep learning

In recent years, artificial intelligence has made great breakthroughs in deep learning, and this paper aims to explore the innovative development of deep learning to conduct in-depth analysis and research on the layout of urban road landscapes. Road landscape is a part of the urban structure and one of the prominent characteristics of the city, a good and beautiful road landscape is conducive to the positive development of the city. This paper aims to combine deep learning to better meet people’s aesthetic needs and spatial experience of urban road landscape.