Research on building and landscape protection of traditional villages in Conghua based on machine learning and remote sensing observation

The continuous promotion of rural revitalization strategy has brought new opportunities and challenges for the protection of traditional villages in Conghua District, and also put forward new goals and requirements. The application research of machine learning and remote sensing observation in the protection of traditional villages is an important direction for the inheritance and protection of traditional village architecture and landscape, and is an excellent path for sustainable development. From the perspective of traditional village architecture and landscape protection in Conghua District, Guangzhou, the author conducted a survey on traditional villages in Conghua, obtained real-time graphic and graphic data by means of machine learning and remote sensing observation, combined with field investigation, surveying and mapping data and data analysis, analyzed their value characteristics, analyzed existing problems and causes, and demonstrated the characteristics of traditional villages in Conghua. Strive to use new technical means to explore and creatively put forward the effective path of traditional village architecture and landscape protection inheritance under the background of Conghua rural revitalization.