Abstract: Cultural attribute is the fundamental objective of curriculum development. Developing physical education curriculum from a cultural perspective is the key to improving the quality and standards of physical education curriculum. To develop physical education curriculum with cultural attribute, we should address such issues as cultural loss and alienation in the development of physical education curriculum, and further understand the connotation and essence of physical education curriculum culture, follow the laws of the formation, development and inheritance of physical education culture, and rebuild the curriculum content system under the guidance of advanced concepts. In teaching practice, we should construct a reasonable teaching organization, deepen the integration of teaching and learning, optimize the teaching links of curricula, fully explore the effect of cultural inheritance, carry out scientific evaluation on teaching and guide students’ overall development.