How to Enhancing Urban Space Renewal Through Visual Landscape Perception? An Approach From Street View Image Recognition

Overall VLP of Jinan is low, with considerable variation across grids, indicating pronounced urban landscape imbalances from the city center to its external areas, and significant spatial clustering is observed in VLP, emphasizing the importance of prioritizing urban renewal efforts in these areas.